mirror of
https://github.com/farcasclaudiu/Flowise.git
synced 2026-06-28 17:01:00 +03:00
Fix merge conflicts
This commit is contained in:
Ilango
@@ -1,8 +1,11 @@
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PORT=3000
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# CORS_ORIGINS="*"
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# IFRAME_ORIGINS="*"
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# DATABASE_PATH=/your_database_path/.flowise
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# APIKEY_PATH=/your_api_key_path/.flowise
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# SECRETKEY_PATH=/your_api_key_path/.flowise
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# LOG_PATH=/your_log_path/.flowise/logs
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# BLOB_STORAGE_PATH=/your_database_path/.flowise/storage
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# NUMBER_OF_PROXIES= 1
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@@ -12,10 +15,13 @@ PORT=3000
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# DATABASE_NAME="flowise"
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# DATABASE_USER=""
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# DATABASE_PASSWORD=""
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# DATABASE_SSL=true
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# DATABASE_SSL_KEY_BASE64=<Self signed certificate in BASE64>
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# FLOWISE_USERNAME=user
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# FLOWISE_PASSWORD=1234
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# FLOWISE_SECRETKEY_OVERWRITE=myencryptionkey
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# FLOWISE_FILE_SIZE_LIMIT=50mb
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# DEBUG=true
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# LOG_LEVEL=debug (error | warn | info | verbose | debug)
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# TOOL_FUNCTION_BUILTIN_DEP=crypto,fs
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@@ -25,3 +31,5 @@ PORT=3000
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# LANGCHAIN_ENDPOINT=https://api.smith.langchain.com
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# LANGCHAIN_API_KEY=your_api_key
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# LANGCHAIN_PROJECT=your_project
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# DISABLE_FLOWISE_TELEMETRY=true
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@@ -1,5 +1,7 @@
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{
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"description": "Use OpenAI Function Agent and Chain to automatically decide which API to call, generating url and body request from conversation",
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"categories": "Buffer Memory,ChainTool,API Chain,ChatOpenAI,OpenAI Function Agent,Langchain",
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"framework": "Langchain",
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"nodes": [
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{
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"width": 300,
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@@ -88,7 +90,7 @@
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"data": {
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"id": "chatOpenAI_1",
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"label": "ChatOpenAI",
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"version": 2,
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"version": 5,
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"name": "chatOpenAI",
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"type": "ChatOpenAI",
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"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
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@@ -111,6 +113,26 @@
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"label": "gpt-4",
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"name": "gpt-4"
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},
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{
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"label": "gpt-4-turbo-preview",
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"name": "gpt-4-turbo-preview"
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},
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{
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"label": "gpt-4-0125-preview",
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"name": "gpt-4-0125-preview"
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},
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{
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"label": "gpt-4-1106-preview",
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"name": "gpt-4-1106-preview"
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},
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{
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"label": "gpt-4-1106-vision-preview",
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"name": "gpt-4-1106-vision-preview"
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},
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{
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"label": "gpt-4-vision-preview",
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"name": "gpt-4-vision-preview"
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},
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{
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"label": "gpt-4-0613",
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"name": "gpt-4-0613"
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@@ -127,6 +149,14 @@
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"label": "gpt-3.5-turbo",
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"name": "gpt-3.5-turbo"
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},
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{
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"label": "gpt-3.5-turbo-0125",
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"name": "gpt-3.5-turbo-0125"
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},
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{
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"label": "gpt-3.5-turbo-1106",
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"name": "gpt-3.5-turbo-1106"
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},
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{
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"label": "gpt-3.5-turbo-0613",
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"name": "gpt-3.5-turbo-0613"
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@@ -207,6 +237,39 @@
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_1-input-baseOptions-json"
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},
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{
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"label": "Allow Image Uploads",
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"name": "allowImageUploads",
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"type": "boolean",
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"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
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"default": false,
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"optional": true,
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"id": "chatOpenAI_1-input-allowImageUploads-boolean"
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},
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{
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"label": "Image Resolution",
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"description": "This parameter controls the resolution in which the model views the image.",
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"name": "imageResolution",
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"type": "options",
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"options": [
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{
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"label": "Low",
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"name": "low"
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},
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{
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"label": "High",
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"name": "high"
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},
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{
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"label": "Auto",
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"name": "auto"
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}
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],
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"default": "low",
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"optional": false,
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"additionalParams": true,
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"id": "chatOpenAI_1-input-imageResolution-options"
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}
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],
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"inputAnchors": [
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@@ -227,7 +290,9 @@
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"presencePenalty": "",
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"timeout": "",
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"basepath": "",
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"baseOptions": ""
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"baseOptions": "",
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"allowImageUploads": true,
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"imageResolution": "low"
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},
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"outputAnchors": [
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{
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@@ -407,7 +472,7 @@
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"data": {
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"id": "chatOpenAI_2",
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"label": "ChatOpenAI",
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"version": 2,
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"version": 5,
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"name": "chatOpenAI",
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"type": "ChatOpenAI",
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"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
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@@ -430,6 +495,26 @@
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"label": "gpt-4",
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"name": "gpt-4"
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},
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{
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"label": "gpt-4-turbo-preview",
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"name": "gpt-4-turbo-preview"
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||||
},
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{
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"label": "gpt-4-0125-preview",
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"name": "gpt-4-0125-preview"
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},
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{
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"label": "gpt-4-1106-preview",
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"name": "gpt-4-1106-preview"
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},
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{
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"label": "gpt-4-1106-vision-preview",
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"name": "gpt-4-1106-vision-preview"
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},
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{
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"label": "gpt-4-vision-preview",
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"name": "gpt-4-vision-preview"
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},
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{
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"label": "gpt-4-0613",
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"name": "gpt-4-0613"
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@@ -446,6 +531,14 @@
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"label": "gpt-3.5-turbo",
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"name": "gpt-3.5-turbo"
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},
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{
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"label": "gpt-3.5-turbo-0125",
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"name": "gpt-3.5-turbo-0125"
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||||
},
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{
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"label": "gpt-3.5-turbo-1106",
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"name": "gpt-3.5-turbo-1106"
|
||||
},
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{
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"label": "gpt-3.5-turbo-0613",
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"name": "gpt-3.5-turbo-0613"
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@@ -526,6 +619,39 @@
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"optional": true,
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"additionalParams": true,
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"id": "chatOpenAI_2-input-baseOptions-json"
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},
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{
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"label": "Allow Image Uploads",
|
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"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
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"optional": true,
|
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"id": "chatOpenAI_2-input-allowImageUploads-boolean"
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},
|
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{
|
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"label": "Image Resolution",
|
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"description": "This parameter controls the resolution in which the model views the image.",
|
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"name": "imageResolution",
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"type": "options",
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"options": [
|
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{
|
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"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
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"default": "low",
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"optional": false,
|
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"additionalParams": true,
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"id": "chatOpenAI_2-input-imageResolution-options"
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}
|
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],
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"inputAnchors": [
|
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@@ -546,7 +672,9 @@
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"presencePenalty": "",
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"timeout": "",
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"basepath": "",
|
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"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
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"imageResolution": "low"
|
||||
},
|
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"outputAnchors": [
|
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{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Given API docs, agent automatically decide which API to call, generating url and body request from conversation",
|
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"categories": "Buffer Memory,ChainTool,API Chain,ChatOpenAI,Conversational Agent,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
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@@ -396,7 +398,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_2",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
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@@ -419,6 +421,26 @@
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||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -435,6 +457,14 @@
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||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -515,6 +545,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_2-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_2-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_2-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -535,7 +598,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -567,7 +632,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_1",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -590,6 +655,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -606,6 +691,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -686,6 +779,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_1-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -706,7 +832,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -738,7 +866,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_3",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -761,6 +889,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -777,6 +925,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -857,6 +1013,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_3-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_3-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_3-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -877,7 +1066,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -936,7 +1127,7 @@
|
||||
"id": "conversationalAgent_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalAgent_0-input-model-BaseChatModel"
|
||||
|
||||
@@ -0,0 +1,503 @@
|
||||
{
|
||||
"description": "Return response as a JSON structure as specified by a Zod schema",
|
||||
"badge": "NEW",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
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"height": 508,
|
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"id": "llmChain_0",
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"position": {
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"y": 245.55173505632646
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},
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"type": "customNode",
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"data": {
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"id": "llmChain_0",
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"label": "LLM Chain",
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"version": 3,
|
||||
"name": "llmChain",
|
||||
"type": "LLMChain",
|
||||
"baseClasses": ["LLMChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Chain to run queries against LLMs",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Chain Name",
|
||||
"name": "chainName",
|
||||
"type": "string",
|
||||
"placeholder": "Name Your Chain",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-chainName-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "llmChain_0-input-model-BaseLanguageModel"
|
||||
},
|
||||
{
|
||||
"label": "Prompt",
|
||||
"name": "prompt",
|
||||
"type": "BasePromptTemplate",
|
||||
"id": "llmChain_0-input-prompt-BasePromptTemplate"
|
||||
},
|
||||
{
|
||||
"label": "Output Parser",
|
||||
"name": "outputParser",
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"prompt": "{{chatPromptTemplate_0.data.instance}}",
|
||||
"outputParser": "{{advancedStructuredOutputParser_0.data.instance}}",
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"name": "output",
|
||||
"label": "Output",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "llmChain_0-output-llmChain-LLMChain|BaseChain|Runnable",
|
||||
"name": "llmChain",
|
||||
"label": "LLM Chain",
|
||||
"type": "LLMChain | BaseChain | Runnable"
|
||||
},
|
||||
{
|
||||
"id": "llmChain_0-output-outputPrediction-string|json",
|
||||
"name": "outputPrediction",
|
||||
"label": "Output Prediction",
|
||||
"type": "string | json"
|
||||
}
|
||||
],
|
||||
"default": "llmChain"
|
||||
}
|
||||
],
|
||||
"outputs": {
|
||||
"output": "llmChain"
|
||||
},
|
||||
"selected": false
|
||||
},
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||||
"positionAbsolute": {
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"x": 1229.1699649849293,
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"y": 245.55173505632646
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||||
},
|
||||
"selected": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 690,
|
||||
"id": "chatPromptTemplate_0",
|
||||
"position": {
|
||||
"x": 493.26582927222483,
|
||||
"y": -156.20470841335592
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatPromptTemplate_0",
|
||||
"label": "Chat Prompt Template",
|
||||
"version": 1,
|
||||
"name": "chatPromptTemplate",
|
||||
"type": "ChatPromptTemplate",
|
||||
"baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate", "Runnable"],
|
||||
"category": "Prompts",
|
||||
"description": "Schema to represent a chat prompt",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "You are a helpful assistant that translates {input_language} to {output_language}.",
|
||||
"id": "chatPromptTemplate_0-input-systemMessagePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Human Message",
|
||||
"name": "humanMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "{text}",
|
||||
"id": "chatPromptTemplate_0-input-humanMessagePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Format Prompt Values",
|
||||
"name": "promptValues",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"acceptVariable": true,
|
||||
"list": true,
|
||||
"id": "chatPromptTemplate_0-input-promptValues-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"systemMessagePrompt": "This AI is designed to only output information in JSON format without exception. This AI can only output JSON and will never output any other text.\n\nWhen asked to correct itself, this AI will only output the corrected JSON and never any other text.",
|
||||
"humanMessagePrompt": "{text}",
|
||||
"promptValues": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",
|
||||
"name": "chatPromptTemplate",
|
||||
"label": "ChatPromptTemplate",
|
||||
"type": "ChatPromptTemplate | BaseChatPromptTemplate | BasePromptTemplate | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 493.26582927222483,
|
||||
"y": -156.20470841335592
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 576,
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
|
||||
"x": 860.555928011636,
|
||||
"y": -355.71028569475095
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "chatOpenAI_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k",
|
||||
"name": "gpt-4-32k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k-0613",
|
||||
"name": "gpt-4-32k-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k",
|
||||
"name": "gpt-3.5-turbo-16k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k-0613",
|
||||
"name": "gpt-3.5-turbo-16k-0613"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-basepath-string"
|
||||
},
|
||||
{
|
||||
"label": "BaseOptions",
|
||||
"name": "baseOptions",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Cache",
|
||||
"name": "cache",
|
||||
"type": "BaseCache",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-cache-BaseCache"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"cache": "",
|
||||
"modelName": "",
|
||||
"temperature": "0",
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 860.555928011636,
|
||||
"y": -355.71028569475095
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 454,
|
||||
"id": "advancedStructuredOutputParser_0",
|
||||
"position": {
|
||||
"x": 489.3637511211284,
|
||||
"y": 580.0628053662244
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "advancedStructuredOutputParser_0",
|
||||
"label": "Advanced Structured Output Parser",
|
||||
"version": 1,
|
||||
"name": "advancedStructuredOutputParser",
|
||||
"type": "AdvancedStructuredOutputParser",
|
||||
"baseClasses": ["AdvancedStructuredOutputParser", "BaseLLMOutputParser", "Runnable"],
|
||||
"category": "Output Parsers",
|
||||
"description": "Parse the output of an LLM call into a given structure by providing a Zod schema.",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Autofix",
|
||||
"name": "autofixParser",
|
||||
"type": "boolean",
|
||||
"optional": true,
|
||||
"description": "In the event that the first call fails, will make another call to the model to fix any errors.",
|
||||
"id": "advancedStructuredOutputParser_0-input-autofixParser-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Example JSON",
|
||||
"name": "exampleJson",
|
||||
"type": "string",
|
||||
"description": "Zod schema for the output of the model",
|
||||
"rows": 10,
|
||||
"default": "z.object({\n title: z.string(), // Title of the movie as a string\n yearOfRelease: z.number().int(), // Release year as an integer number,\n genres: z.enum([\n \"Action\", \"Comedy\", \"Drama\", \"Fantasy\", \"Horror\",\n \"Mystery\", \"Romance\", \"Science Fiction\", \"Thriller\", \"Documentary\"\n ]).array().max(2), // Array of genres, max of 2 from the defined enum\n shortDescription: z.string().max(500) // Short description, max 500 characters\n})",
|
||||
"id": "advancedStructuredOutputParser_0-input-exampleJson-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"autofixParser": "",
|
||||
"exampleJson": "z.object({\n title: z.string(), // Title of the movie as a string\n yearOfRelease: z.number().int(), // Release year as an integer number,\n genres: z.enum([\n \"Action\", \"Comedy\", \"Drama\", \"Fantasy\", \"Horror\",\n \"Mystery\", \"Romance\", \"Science Fiction\", \"Thriller\", \"Documentary\"\n ]).array().max(2), // Array of genres, max of 2 from the defined enum\n shortDescription: z.string().max(500) // Short description, max 500 characters\n})"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "advancedStructuredOutputParser_0-output-advancedStructuredOutputParser-AdvancedStructuredOutputParser|BaseLLMOutputParser|Runnable",
|
||||
"name": "advancedStructuredOutputParser",
|
||||
"label": "AdvancedStructuredOutputParser",
|
||||
"type": "AdvancedStructuredOutputParser | BaseLLMOutputParser | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"dragging": false,
|
||||
"positionAbsolute": {
|
||||
"x": 489.3637511211284,
|
||||
"y": 580.0628053662244
|
||||
}
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "chatPromptTemplate_0",
|
||||
"sourceHandle": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",
|
||||
"target": "llmChain_0",
|
||||
"targetHandle": "llmChain_0-input-prompt-BasePromptTemplate",
|
||||
"type": "buttonedge",
|
||||
"id": "chatPromptTemplate_0-chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable-llmChain_0-llmChain_0-input-prompt-BasePromptTemplate",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "llmChain_0",
|
||||
"targetHandle": "llmChain_0-input-model-BaseLanguageModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-llmChain_0-llmChain_0-input-model-BaseLanguageModel"
|
||||
},
|
||||
{
|
||||
"source": "advancedStructuredOutputParser_0",
|
||||
"sourceHandle": "advancedStructuredOutputParser_0-output-advancedStructuredOutputParser-AdvancedStructuredOutputParser|BaseLLMOutputParser|Runnable",
|
||||
"target": "llmChain_0",
|
||||
"targetHandle": "llmChain_0-input-outputParser-BaseLLMOutputParser",
|
||||
"type": "buttonedge",
|
||||
"id": "advancedStructuredOutputParser_0-advancedStructuredOutputParser_0-output-advancedStructuredOutputParser-AdvancedStructuredOutputParser|BaseLLMOutputParser|Runnable-llmChain_0-llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Output antonym of given user input using few-shot prompt template built with examples",
|
||||
"categories": "Few Shot Prompt,ChatOpenAI,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -175,7 +177,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -198,6 +200,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -214,6 +236,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -294,6 +324,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -314,7 +377,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -381,13 +446,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"prompt": "{{fewShotPromptTemplate_1.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": ""
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Use AutoGPT - Autonomous agent with chain of thoughts for self-guided task completion",
|
||||
"categories": "AutoGPT,SERP Tool,File Read/Write,ChatOpenAI,Pinecone,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -251,7 +253,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -274,6 +276,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -290,6 +312,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -370,6 +400,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -390,7 +453,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -422,7 +487,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -436,6 +501,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -474,7 +561,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -506,12 +594,12 @@
|
||||
"data": {
|
||||
"id": "pinecone_0",
|
||||
"label": "Pinecone",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "pinecone",
|
||||
"type": "Pinecone",
|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
|
||||
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
@@ -552,6 +640,45 @@
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "Search Type",
|
||||
"name": "searchType",
|
||||
"type": "options",
|
||||
"default": "similarity",
|
||||
"options": [
|
||||
{
|
||||
"label": "Similarity",
|
||||
"name": "similarity"
|
||||
},
|
||||
{
|
||||
"label": "Max Marginal Relevance",
|
||||
"name": "mmr"
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-searchType-options"
|
||||
},
|
||||
{
|
||||
"label": "Fetch K (for MMR Search)",
|
||||
"name": "fetchK",
|
||||
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
|
||||
"placeholder": "20",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-fetchK-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda (for MMR Search)",
|
||||
"name": "lambda",
|
||||
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
|
||||
"placeholder": "0.5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-lambda-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -576,7 +703,10 @@
|
||||
"pineconeIndex": "",
|
||||
"pineconeNamespace": "",
|
||||
"pineconeMetadataFilter": "",
|
||||
"topK": ""
|
||||
"topK": "",
|
||||
"searchType": "similarity",
|
||||
"fetchK": "",
|
||||
"lambda": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Use BabyAGI to create tasks and reprioritize for a given objective",
|
||||
"categories": "BabyAGI,ChatOpenAI,Pinecone,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -77,7 +79,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -91,6 +93,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -129,7 +153,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -161,12 +186,12 @@
|
||||
"data": {
|
||||
"id": "pinecone_0",
|
||||
"label": "Pinecone",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "pinecone",
|
||||
"type": "Pinecone",
|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
|
||||
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
@@ -207,6 +232,45 @@
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "Search Type",
|
||||
"name": "searchType",
|
||||
"type": "options",
|
||||
"default": "similarity",
|
||||
"options": [
|
||||
{
|
||||
"label": "Similarity",
|
||||
"name": "similarity"
|
||||
},
|
||||
{
|
||||
"label": "Max Marginal Relevance",
|
||||
"name": "mmr"
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-searchType-options"
|
||||
},
|
||||
{
|
||||
"label": "Fetch K (for MMR Search)",
|
||||
"name": "fetchK",
|
||||
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
|
||||
"placeholder": "20",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-fetchK-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda (for MMR Search)",
|
||||
"name": "lambda",
|
||||
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
|
||||
"placeholder": "0.5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-lambda-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -231,7 +295,10 @@
|
||||
"pineconeIndex": "",
|
||||
"pineconeNamespace": "",
|
||||
"pineconeMetadataFilter": "",
|
||||
"topK": ""
|
||||
"topK": "",
|
||||
"searchType": "similarity",
|
||||
"fetchK": "",
|
||||
"lambda": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -279,7 +346,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -302,10 +369,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -326,6 +405,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -416,6 +499,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -437,7 +553,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Analyse and summarize CSV data",
|
||||
"categories": "CSV Agent,ChatOpenAI,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -70,7 +72,7 @@
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"name": "chatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
"category": "Chat Models",
|
||||
@@ -92,6 +94,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -108,6 +130,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -188,6 +218,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -208,7 +271,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Engage with data sources such as YouTube Transcripts, Google, and more through intelligent Q&A interactions",
|
||||
"categories": "Memory Vector Store,SearchAPI,ChatOpenAI,Conversational Retrieval QA Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -13,7 +15,7 @@
|
||||
"data": {
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"label": "Conversational Retrieval QA Chain",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "Runnable"],
|
||||
@@ -28,47 +30,36 @@
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"label": "Rephrase Prompt",
|
||||
"name": "rephrasePrompt",
|
||||
"type": "string",
|
||||
"description": "Using previous chat history, rephrase question into a standalone question",
|
||||
"warning": "Prompt must include input variables: {chat_history} and {question}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
"default": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"id": "conversationalRetrievalQAChain_0-input-rephrasePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"label": "Response Prompt",
|
||||
"name": "responsePrompt",
|
||||
"type": "string",
|
||||
"description": "Taking the rephrased question, search for answer from the provided context",
|
||||
"warning": "Prompt must include input variable: {context}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
"default": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-responsePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
@@ -89,9 +80,8 @@
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"vectorStoreRetriever": "{{memoryVectorStore_0.data.instance}}",
|
||||
"memory": "",
|
||||
"returnSourceDocuments": "",
|
||||
"systemMessagePrompt": "",
|
||||
"chainOption": ""
|
||||
"rephrasePrompt": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"responsePrompt": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -206,7 +196,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -229,6 +219,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -245,6 +255,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -331,6 +349,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -352,7 +403,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -452,7 +505,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -466,6 +519,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -504,7 +579,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -625,9 +701,9 @@
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Use ChatGPT Plugins within LangChain abstractions with GET and POST Tools",
|
||||
"categories": "ChatGPT Plugin,HTTP GET/POST,ChatOpenAI,MRKL Agent,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -215,7 +217,7 @@
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"name": "chatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
"category": "Chat Models",
|
||||
@@ -237,6 +239,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -253,6 +275,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -333,6 +363,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -353,7 +416,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,20 +1,22 @@
|
||||
{
|
||||
"description": "Use Anthropic Claude with 200k context window to ingest whole document for QnA",
|
||||
"categories": "Buffer Memory,Prompt Template,Conversation Chain,ChatAnthropic,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 376,
|
||||
"id": "bufferMemory_0",
|
||||
"position": {
|
||||
"x": 451.4449437285705,
|
||||
"y": 118.30026803362762
|
||||
"x": 240.5161028076149,
|
||||
"y": 165.35849026339048
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "bufferMemory_0",
|
||||
"label": "Buffer Memory",
|
||||
"name": "bufferMemory",
|
||||
"version": 1,
|
||||
"name": "bufferMemory",
|
||||
"type": "BufferMemory",
|
||||
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
|
||||
"category": "Memory",
|
||||
@@ -53,8 +55,8 @@
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 451.4449437285705,
|
||||
"y": 118.30026803362762
|
||||
"x": 240.5161028076149,
|
||||
"y": 165.35849026339048
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
@@ -63,17 +65,17 @@
|
||||
"height": 383,
|
||||
"id": "conversationChain_0",
|
||||
"position": {
|
||||
"x": 1176.1569322079652,
|
||||
"y": 303.56879146735974
|
||||
"x": 958.9887390513221,
|
||||
"y": 318.8734467468765
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "conversationChain_0",
|
||||
"label": "Conversation Chain",
|
||||
"version": 3,
|
||||
"name": "conversationChain",
|
||||
"version": 1,
|
||||
"type": "ConversationChain",
|
||||
"baseClasses": ["ConversationChain", "LLMChain", "BaseChain"],
|
||||
"baseClasses": ["ConversationChain", "LLMChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Chat models specific conversational chain with memory",
|
||||
"inputParams": [
|
||||
@@ -82,15 +84,17 @@
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"description": "If Chat Prompt Template is provided, this will be ignored",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "You are a helpful assistant that write codes",
|
||||
"default": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.",
|
||||
"placeholder": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.",
|
||||
"id": "conversationChain_0-input-systemMessagePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationChain_0-input-model-BaseChatModel"
|
||||
@@ -102,27 +106,36 @@
|
||||
"id": "conversationChain_0-input-memory-BaseMemory"
|
||||
},
|
||||
{
|
||||
"label": "Document",
|
||||
"name": "document",
|
||||
"type": "Document",
|
||||
"description": "Include whole document into the context window",
|
||||
"label": "Chat Prompt Template",
|
||||
"name": "chatPromptTemplate",
|
||||
"type": "ChatPromptTemplate",
|
||||
"description": "Override existing prompt with Chat Prompt Template. Human Message must includes {input} variable",
|
||||
"optional": true,
|
||||
"id": "conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "conversationChain_0-input-document-Document"
|
||||
"id": "conversationChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"inputModeration": "",
|
||||
"model": "{{chatAnthropic_0.data.instance}}",
|
||||
"memory": "{{bufferMemory_0.data.instance}}",
|
||||
"document": ["{{pdfFile_0.data.instance}}"],
|
||||
"systemMessagePrompt": ""
|
||||
"chatPromptTemplate": "{{chatPromptTemplate_0.data.instance}}",
|
||||
"systemMessagePrompt": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationChain_0-output-conversationChain-ConversationChain|LLMChain|BaseChain",
|
||||
"id": "conversationChain_0-output-conversationChain-ConversationChain|LLMChain|BaseChain|Runnable",
|
||||
"name": "conversationChain",
|
||||
"label": "ConversationChain",
|
||||
"type": "ConversationChain | LLMChain | BaseChain"
|
||||
"type": "ConversationChain | LLMChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -130,27 +143,27 @@
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1176.1569322079652,
|
||||
"y": 303.56879146735974
|
||||
"x": 958.9887390513221,
|
||||
"y": 318.8734467468765
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 523,
|
||||
"height": 574,
|
||||
"id": "chatAnthropic_0",
|
||||
"position": {
|
||||
"x": 800.5525382783799,
|
||||
"y": -130.7988221837009
|
||||
"x": 585.3308245972187,
|
||||
"y": -116.32789506560908
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatAnthropic_0",
|
||||
"label": "ChatAnthropic",
|
||||
"name": "chatAnthropic",
|
||||
"version": 3,
|
||||
"name": "chatAnthropic",
|
||||
"type": "ChatAnthropic",
|
||||
"baseClasses": ["ChatAnthropic", "BaseChatModel", "BaseLanguageModel"],
|
||||
"baseClasses": ["ChatAnthropic", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around ChatAnthropic large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
@@ -166,6 +179,16 @@
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "claude-3-opus",
|
||||
"name": "claude-3-opus-20240229",
|
||||
"description": "Most powerful model for highly complex tasks"
|
||||
},
|
||||
{
|
||||
"label": "claude-3-sonnet",
|
||||
"name": "claude-3-sonnet-20240229",
|
||||
"description": "Ideal balance of intelligence and speed for enterprise workloads"
|
||||
},
|
||||
{
|
||||
"label": "claude-2",
|
||||
"name": "claude-2",
|
||||
@@ -226,7 +249,7 @@
|
||||
"name": "claude-instant-v1.1-100k"
|
||||
}
|
||||
],
|
||||
"default": "claude-v1",
|
||||
"default": "claude-2",
|
||||
"optional": true,
|
||||
"id": "chatAnthropic_0-input-modelName-options"
|
||||
},
|
||||
@@ -234,6 +257,7 @@
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatAnthropic_0-input-temperature-number"
|
||||
@@ -242,6 +266,7 @@
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokensToSample",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatAnthropic_0-input-maxTokensToSample-number"
|
||||
@@ -250,6 +275,7 @@
|
||||
"label": "Top P",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatAnthropic_0-input-topP-number"
|
||||
@@ -258,6 +284,7 @@
|
||||
"label": "Top K",
|
||||
"name": "topK",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatAnthropic_0-input-topK-number"
|
||||
@@ -273,6 +300,7 @@
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"cache": "",
|
||||
"modelName": "claude-2.1",
|
||||
"temperature": 0.9,
|
||||
"maxTokensToSample": "",
|
||||
@@ -281,10 +309,10 @@
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel",
|
||||
"id": "chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"name": "chatAnthropic",
|
||||
"label": "ChatAnthropic",
|
||||
"type": "ChatAnthropic | BaseChatModel | BaseLanguageModel"
|
||||
"type": "ChatAnthropic | BaseChatModel | BaseLanguageModel | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -292,61 +320,106 @@
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 800.5525382783799,
|
||||
"y": -130.7988221837009
|
||||
"x": 585.3308245972187,
|
||||
"y": -116.32789506560908
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 507,
|
||||
"id": "pdfFile_0",
|
||||
"height": 688,
|
||||
"id": "chatPromptTemplate_0",
|
||||
"position": {
|
||||
"x": 94.16886576108482,
|
||||
"y": 37.12056504707391
|
||||
"x": -106.44189698270114,
|
||||
"y": 20.133956087516538
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "pdfFile_0",
|
||||
"label": "Pdf File",
|
||||
"name": "pdfFile",
|
||||
"id": "chatPromptTemplate_0",
|
||||
"label": "Chat Prompt Template",
|
||||
"version": 1,
|
||||
"name": "chatPromptTemplate",
|
||||
"type": "ChatPromptTemplate",
|
||||
"baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate", "Runnable"],
|
||||
"category": "Prompts",
|
||||
"description": "Schema to represent a chat prompt",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "You are a helpful assistant that translates {input_language} to {output_language}.",
|
||||
"id": "chatPromptTemplate_0-input-systemMessagePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Human Message",
|
||||
"name": "humanMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "{text}",
|
||||
"id": "chatPromptTemplate_0-input-humanMessagePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Format Prompt Values",
|
||||
"name": "promptValues",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"acceptVariable": true,
|
||||
"list": true,
|
||||
"id": "chatPromptTemplate_0-input-promptValues-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"systemMessagePrompt": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\nThe AI has the following context:\n{context}",
|
||||
"humanMessagePrompt": "{input}",
|
||||
"promptValues": "{\"context\":\"{{plainText_0.data.instance}}\",\"input\":\"{{question}}\"}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",
|
||||
"name": "chatPromptTemplate",
|
||||
"label": "ChatPromptTemplate",
|
||||
"type": "ChatPromptTemplate | BaseChatPromptTemplate | BasePromptTemplate | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
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"x": -106.44189698270114,
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"y": 20.133956087516538
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 485,
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"id": "plainText_0",
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"position": {
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"x": -487.7511991135089,
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"y": 77.83838996645807
|
||||
},
|
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"type": "customNode",
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"data": {
|
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"id": "plainText_0",
|
||||
"label": "Plain Text",
|
||||
"version": 2,
|
||||
"name": "plainText",
|
||||
"type": "Document",
|
||||
"baseClasses": ["Document"],
|
||||
"category": "Document Loaders",
|
||||
"description": "Load data from PDF files",
|
||||
"description": "Load data from plain text",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Pdf File",
|
||||
"name": "pdfFile",
|
||||
"type": "file",
|
||||
"fileType": ".pdf",
|
||||
"id": "pdfFile_0-input-pdfFile-file"
|
||||
},
|
||||
{
|
||||
"label": "Usage",
|
||||
"name": "usage",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "One document per page",
|
||||
"name": "perPage"
|
||||
},
|
||||
{
|
||||
"label": "One document per file",
|
||||
"name": "perFile"
|
||||
}
|
||||
],
|
||||
"default": "perPage",
|
||||
"id": "pdfFile_0-input-usage-options"
|
||||
},
|
||||
{
|
||||
"label": "Use Legacy Build",
|
||||
"name": "legacyBuild",
|
||||
"type": "boolean",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "pdfFile_0-input-legacyBuild-boolean"
|
||||
"label": "Text",
|
||||
"name": "text",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"placeholder": "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua...",
|
||||
"id": "plainText_0-input-text-string"
|
||||
},
|
||||
{
|
||||
"label": "Metadata",
|
||||
@@ -354,7 +427,7 @@
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "pdfFile_0-input-metadata-json"
|
||||
"id": "plainText_0-input-metadata-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -363,30 +436,45 @@
|
||||
"name": "textSplitter",
|
||||
"type": "TextSplitter",
|
||||
"optional": true,
|
||||
"id": "pdfFile_0-input-textSplitter-TextSplitter"
|
||||
"id": "plainText_0-input-textSplitter-TextSplitter"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"text": "Welcome to Skyworld Hotel, where your dreams take flight and your stay soars to new heights. Nestled amidst breathtaking cityscape views, our upscale establishment offers an unparalleled blend of luxury and comfort. Our rooms are elegantly appointed, featuring modern amenities and plush furnishings to ensure your relaxation.\n\nIndulge in culinary delights at our rooftop restaurant, offering a gastronomic journey with panoramic vistas. Skyworld Hotel boasts state-of-the-art conference facilities, perfect for business travelers, and an inviting spa for relaxation seekers. Our attentive staff is dedicated to ensuring your every need is met, making your stay memorable.\n\nCentrally located, we offer easy access to local attractions, making us an ideal choice for both leisure and business travelers. Experience the world of hospitality like never before at Skyworld Hotel.",
|
||||
"textSplitter": "",
|
||||
"usage": "perPage",
|
||||
"legacyBuild": "",
|
||||
"metadata": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "pdfFile_0-output-pdfFile-Document",
|
||||
"name": "pdfFile",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
"name": "output",
|
||||
"label": "Output",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "plainText_0-output-document-Document|json",
|
||||
"name": "document",
|
||||
"label": "Document",
|
||||
"type": "Document | json"
|
||||
},
|
||||
{
|
||||
"id": "plainText_0-output-text-string|json",
|
||||
"name": "text",
|
||||
"label": "Text",
|
||||
"type": "string | json"
|
||||
}
|
||||
],
|
||||
"default": "document"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"outputs": {
|
||||
"output": "text"
|
||||
},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 94.16886576108482,
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"y": 37.12056504707391
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||||
"x": -487.7511991135089,
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"y": 77.83838996645807
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||||
},
|
||||
"dragging": false
|
||||
}
|
||||
@@ -398,32 +486,31 @@
|
||||
"target": "conversationChain_0",
|
||||
"targetHandle": "conversationChain_0-input-memory-BaseMemory",
|
||||
"type": "buttonedge",
|
||||
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationChain_0-conversationChain_0-input-memory-BaseMemory",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationChain_0-conversationChain_0-input-memory-BaseMemory"
|
||||
},
|
||||
{
|
||||
"source": "chatAnthropic_0",
|
||||
"sourceHandle": "chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel",
|
||||
"sourceHandle": "chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationChain_0",
|
||||
"targetHandle": "conversationChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatAnthropic_0-chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel-conversationChain_0-conversationChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "chatAnthropic_0-chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel|Runnable-conversationChain_0-conversationChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"source": "pdfFile_0",
|
||||
"sourceHandle": "pdfFile_0-output-pdfFile-Document",
|
||||
"target": "conversationChain_0",
|
||||
"targetHandle": "conversationChain_0-input-document-Document",
|
||||
"source": "plainText_0",
|
||||
"sourceHandle": "plainText_0-output-text-string|json",
|
||||
"target": "chatPromptTemplate_0",
|
||||
"targetHandle": "chatPromptTemplate_0-input-promptValues-json",
|
||||
"type": "buttonedge",
|
||||
"id": "pdfFile_0-pdfFile_0-output-pdfFile-Document-conversationChain_0-conversationChain_0-input-document-Document",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "plainText_0-plainText_0-output-text-string|json-chatPromptTemplate_0-chatPromptTemplate_0-input-promptValues-json"
|
||||
},
|
||||
{
|
||||
"source": "chatPromptTemplate_0",
|
||||
"sourceHandle": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",
|
||||
"target": "conversationChain_0",
|
||||
"targetHandle": "conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate",
|
||||
"type": "buttonedge",
|
||||
"id": "chatPromptTemplate_0-chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable-conversationChain_0-conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
@@ -0,0 +1,919 @@
|
||||
{
|
||||
"description": "Answer question based on retrieved documents (context) with built-in memory to remember conversation using LlamaIndex",
|
||||
"categories": "Text File,Prompt Template,ChatOpenAI,Conversation Chain,Pinecone,LlamaIndex,Redis",
|
||||
"framework": "LlamaIndex",
|
||||
"badge": "NEW",
|
||||
"nodes": [
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||||
{
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||||
"width": 300,
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"height": 438,
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"id": "textFile_0",
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"position": {
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"x": 221.215421786192,
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"y": 94.91489477412404
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},
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"type": "customNode",
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||||
"data": {
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||||
"id": "textFile_0",
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||||
"label": "Text File",
|
||||
"version": 3,
|
||||
"name": "textFile",
|
||||
"type": "Document",
|
||||
"baseClasses": ["Document"],
|
||||
"category": "Document Loaders",
|
||||
"description": "Load data from text files",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Txt File",
|
||||
"name": "txtFile",
|
||||
"type": "file",
|
||||
"fileType": ".txt, .html, .aspx, .asp, .cpp, .c, .cs, .css, .go, .h, .java, .js, .less, .ts, .php, .proto, .python, .py, .rst, .ruby, .rb, .rs, .scala, .sc, .scss, .sol, .sql, .swift, .markdown, .md, .tex, .ltx, .vb, .xml",
|
||||
"id": "textFile_0-input-txtFile-file"
|
||||
},
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||||
{
|
||||
"label": "Metadata",
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"name": "metadata",
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||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "textFile_0-input-metadata-json"
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}
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||||
],
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"inputAnchors": [
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{
|
||||
"label": "Text Splitter",
|
||||
"name": "textSplitter",
|
||||
"type": "TextSplitter",
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||||
"optional": true,
|
||||
"id": "textFile_0-input-textSplitter-TextSplitter"
|
||||
}
|
||||
],
|
||||
"inputs": {
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||||
"textSplitter": "{{recursiveCharacterTextSplitter_0.data.instance}}",
|
||||
"metadata": ""
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||||
},
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"outputAnchors": [
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||||
{
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"name": "output",
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||||
"label": "Output",
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"type": "options",
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"options": [
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{
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"id": "textFile_0-output-document-Document|json",
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"name": "document",
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"label": "Document",
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"type": "Document | json"
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},
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{
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||||
"id": "textFile_0-output-text-string|json",
|
||||
"name": "text",
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"label": "Text",
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"type": "string | json"
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||||
}
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],
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"default": "document"
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}
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],
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"outputs": {
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"output": "document"
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},
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"selected": false
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"selected": false,
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},
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"dragging": false
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},
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{
|
||||
"width": 300,
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||||
"height": 429,
|
||||
"id": "recursiveCharacterTextSplitter_0",
|
||||
"position": {
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||||
"x": -203.4868320229876,
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||||
"y": 101.32475976329766
|
||||
},
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||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "recursiveCharacterTextSplitter_0",
|
||||
"label": "Recursive Character Text Splitter",
|
||||
"version": 2,
|
||||
"name": "recursiveCharacterTextSplitter",
|
||||
"type": "RecursiveCharacterTextSplitter",
|
||||
"baseClasses": ["RecursiveCharacterTextSplitter", "TextSplitter", "BaseDocumentTransformer", "Runnable"],
|
||||
"category": "Text Splitters",
|
||||
"description": "Split documents recursively by different characters - starting with \"\\n\\n\", then \"\\n\", then \" \"",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Chunk Size",
|
||||
"name": "chunkSize",
|
||||
"type": "number",
|
||||
"default": 1000,
|
||||
"optional": true,
|
||||
"id": "recursiveCharacterTextSplitter_0-input-chunkSize-number"
|
||||
},
|
||||
{
|
||||
"label": "Chunk Overlap",
|
||||
"name": "chunkOverlap",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"id": "recursiveCharacterTextSplitter_0-input-chunkOverlap-number"
|
||||
},
|
||||
{
|
||||
"label": "Custom Separators",
|
||||
"name": "separators",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"description": "Array of custom separators to determine when to split the text, will override the default separators",
|
||||
"placeholder": "[\"|\", \"##\", \">\", \"-\"]",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "recursiveCharacterTextSplitter_0-input-separators-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"chunkSize": 1000,
|
||||
"chunkOverlap": "",
|
||||
"separators": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "recursiveCharacterTextSplitter_0-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter|BaseDocumentTransformer|Runnable",
|
||||
"name": "recursiveCharacterTextSplitter",
|
||||
"label": "RecursiveCharacterTextSplitter",
|
||||
"type": "RecursiveCharacterTextSplitter | TextSplitter | BaseDocumentTransformer | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": -203.4868320229876,
|
||||
"y": 101.32475976329766
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 334,
|
||||
"id": "openAIEmbedding_LlamaIndex_0",
|
||||
"position": {
|
||||
"x": 176.27434578083106,
|
||||
"y": 953.3664298122493
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "openAIEmbedding_LlamaIndex_0",
|
||||
"label": "OpenAI Embedding",
|
||||
"version": 1,
|
||||
"name": "openAIEmbedding_LlamaIndex",
|
||||
"type": "OpenAIEmbedding",
|
||||
"baseClasses": ["OpenAIEmbedding", "BaseEmbedding_LlamaIndex", "BaseEmbedding"],
|
||||
"tags": ["LlamaIndex"],
|
||||
"category": "Embeddings",
|
||||
"description": "OpenAI Embedding specific for LlamaIndex",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbedding_LlamaIndex_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
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||||
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{
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||||
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"additionalParams": true,
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"id": "openAIEmbedding_LlamaIndex_0-input-basepath-string"
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{
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"id": "openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
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||||
"name": "openAIEmbedding_LlamaIndex",
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||||
"label": "OpenAIEmbedding",
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||||
"type": "OpenAIEmbedding | BaseEmbedding_LlamaIndex | BaseEmbedding"
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||||
}
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||||
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||||
{
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||||
"width": 300,
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||||
"height": 585,
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"id": "pineconeLlamaIndex_0",
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||||
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||||
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||||
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||||
"tags": ["LlamaIndex"],
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{
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||||
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||||
"credentialNames": ["pineconeApi"],
|
||||
"id": "pineconeLlamaIndex_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Pinecone Index",
|
||||
"name": "pineconeIndex",
|
||||
"type": "string",
|
||||
"id": "pineconeLlamaIndex_0-input-pineconeIndex-string"
|
||||
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||||
{
|
||||
"label": "Pinecone Namespace",
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"name": "pineconeNamespace",
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"type": "string",
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"placeholder": "my-first-namespace",
|
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||||
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||||
"id": "pineconeLlamaIndex_0-input-pineconeNamespace-string"
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{
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||||
"label": "Pinecone Metadata Filter",
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"name": "pineconeMetadataFilter",
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||||
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||||
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||||
"id": "pineconeLlamaIndex_0-input-pineconeMetadataFilter-json"
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||||
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||||
{
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||||
"label": "Top K",
|
||||
"name": "topK",
|
||||
"description": "Number of top results to fetch. Default to 4",
|
||||
"placeholder": "4",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
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||||
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||||
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||||
"inputAnchors": [
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||||
{
|
||||
"label": "Document",
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||||
"name": "document",
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||||
"type": "Document",
|
||||
"list": true,
|
||||
"optional": true,
|
||||
"id": "pineconeLlamaIndex_0-input-document-Document"
|
||||
},
|
||||
{
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel_LlamaIndex",
|
||||
"id": "pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex"
|
||||
},
|
||||
{
|
||||
"label": "Embeddings",
|
||||
"name": "embeddings",
|
||||
"type": "BaseEmbedding_LlamaIndex",
|
||||
"id": "pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"document": ["{{textFile_0.data.instance}}"],
|
||||
"model": "{{chatOpenAI_LlamaIndex_1.data.instance}}",
|
||||
"embeddings": "{{openAIEmbedding_LlamaIndex_0.data.instance}}",
|
||||
"pineconeIndex": "",
|
||||
"pineconeNamespace": "",
|
||||
"pineconeMetadataFilter": "",
|
||||
"topK": ""
|
||||
},
|
||||
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|
||||
{
|
||||
"name": "output",
|
||||
"label": "Output",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "pineconeLlamaIndex_0-output-retriever-Pinecone|VectorIndexRetriever",
|
||||
"name": "retriever",
|
||||
"label": "Pinecone Retriever",
|
||||
"type": "Pinecone | VectorIndexRetriever"
|
||||
},
|
||||
{
|
||||
"id": "pineconeLlamaIndex_0-output-retriever-Pinecone|VectorStoreIndex",
|
||||
"name": "vectorStore",
|
||||
"label": "Pinecone Vector Store Index",
|
||||
"type": "Pinecone | VectorStoreIndex"
|
||||
}
|
||||
],
|
||||
"default": "retriever"
|
||||
}
|
||||
],
|
||||
"outputs": {
|
||||
"output": "retriever"
|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 529,
|
||||
"id": "chatOpenAI_LlamaIndex_1",
|
||||
"position": {
|
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||||
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||||
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"id": "chatOpenAI_LlamaIndex_1",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 1,
|
||||
"name": "chatOpenAI_LlamaIndex",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel_LlamaIndex"],
|
||||
"tags": ["LlamaIndex"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI Chat LLM specific for LlamaIndex",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "chatOpenAI_LlamaIndex_1-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k",
|
||||
"name": "gpt-4-32k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k-0613",
|
||||
"name": "gpt-4-32k-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k",
|
||||
"name": "gpt-3.5-turbo-16k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k-0613",
|
||||
"name": "gpt-3.5-turbo-16k-0613"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_LlamaIndex_1-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_LlamaIndex_1-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_LlamaIndex_1-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_LlamaIndex_1-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_LlamaIndex_1-input-timeout-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo-16k",
|
||||
"temperature": 0.9,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_LlamaIndex_1-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex",
|
||||
"name": "chatOpenAI_LlamaIndex",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel_LlamaIndex"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": -195.15244974578656,
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||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 513,
|
||||
"id": "contextChatEngine_0",
|
||||
"position": {
|
||||
"x": 1550.2553933740128,
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||||
"y": 270.7914631777829
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||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "contextChatEngine_0",
|
||||
"label": "Context Chat Engine",
|
||||
"version": 1,
|
||||
"name": "contextChatEngine",
|
||||
"type": "ContextChatEngine",
|
||||
"baseClasses": ["ContextChatEngine"],
|
||||
"tags": ["LlamaIndex"],
|
||||
"category": "Engine",
|
||||
"description": "Answer question based on retrieved documents (context) with built-in memory to remember conversation",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Return Source Documents",
|
||||
"name": "returnSourceDocuments",
|
||||
"type": "boolean",
|
||||
"optional": true,
|
||||
"id": "contextChatEngine_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "contextChatEngine_0-input-systemMessagePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel_LlamaIndex",
|
||||
"id": "contextChatEngine_0-input-model-BaseChatModel_LlamaIndex"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
"name": "vectorStoreRetriever",
|
||||
"type": "VectorIndexRetriever",
|
||||
"id": "contextChatEngine_0-input-vectorStoreRetriever-VectorIndexRetriever"
|
||||
},
|
||||
{
|
||||
"label": "Memory",
|
||||
"name": "memory",
|
||||
"type": "BaseChatMemory",
|
||||
"id": "contextChatEngine_0-input-memory-BaseChatMemory"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_LlamaIndex_2.data.instance}}",
|
||||
"vectorStoreRetriever": "{{pineconeLlamaIndex_0.data.instance}}",
|
||||
"memory": "{{RedisBackedChatMemory_0.data.instance}}",
|
||||
"systemMessagePrompt": "",
|
||||
"returnSourceDocuments": true
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "contextChatEngine_0-output-contextChatEngine-ContextChatEngine",
|
||||
"name": "contextChatEngine",
|
||||
"label": "ContextChatEngine",
|
||||
"type": "ContextChatEngine"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1550.2553933740128,
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||||
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||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 329,
|
||||
"id": "RedisBackedChatMemory_0",
|
||||
"position": {
|
||||
"x": 1081.252815805786,
|
||||
"y": 990.1701092562037
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||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "RedisBackedChatMemory_0",
|
||||
"label": "Redis-Backed Chat Memory",
|
||||
"version": 2,
|
||||
"name": "RedisBackedChatMemory",
|
||||
"type": "RedisBackedChatMemory",
|
||||
"baseClasses": ["RedisBackedChatMemory", "BaseChatMemory", "BaseMemory"],
|
||||
"category": "Memory",
|
||||
"description": "Summarizes the conversation and stores the memory in Redis server",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"optional": true,
|
||||
"credentialNames": ["redisCacheApi", "redisCacheUrlApi"],
|
||||
"id": "RedisBackedChatMemory_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Session Id",
|
||||
"name": "sessionId",
|
||||
"type": "string",
|
||||
"description": "If not specified, a random id will be used. Learn <a target=\"_blank\" href=\"https://docs.flowiseai.com/memory/long-term-memory#ui-and-embedded-chat\">more</a>",
|
||||
"default": "",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "RedisBackedChatMemory_0-input-sessionId-string"
|
||||
},
|
||||
{
|
||||
"label": "Session Timeouts",
|
||||
"name": "sessionTTL",
|
||||
"type": "number",
|
||||
"description": "Omit this parameter to make sessions never expire",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "RedisBackedChatMemory_0-input-sessionTTL-number"
|
||||
},
|
||||
{
|
||||
"label": "Memory Key",
|
||||
"name": "memoryKey",
|
||||
"type": "string",
|
||||
"default": "chat_history",
|
||||
"additionalParams": true,
|
||||
"id": "RedisBackedChatMemory_0-input-memoryKey-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"sessionId": "",
|
||||
"sessionTTL": "",
|
||||
"memoryKey": "chat_history"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory",
|
||||
"name": "RedisBackedChatMemory",
|
||||
"label": "RedisBackedChatMemory",
|
||||
"type": "RedisBackedChatMemory | BaseChatMemory | BaseMemory"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"dragging": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1081.252815805786,
|
||||
"y": 990.1701092562037
|
||||
}
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 529,
|
||||
"id": "chatOpenAI_LlamaIndex_2",
|
||||
"position": {
|
||||
"x": 1015.1605888108386,
|
||||
"y": -38.31143117572401
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_LlamaIndex_2",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 1,
|
||||
"name": "chatOpenAI_LlamaIndex",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel_LlamaIndex"],
|
||||
"tags": ["LlamaIndex"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI Chat LLM specific for LlamaIndex",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "chatOpenAI_LlamaIndex_2-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k",
|
||||
"name": "gpt-4-32k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k-0613",
|
||||
"name": "gpt-4-32k-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k",
|
||||
"name": "gpt-3.5-turbo-16k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k-0613",
|
||||
"name": "gpt-3.5-turbo-16k-0613"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_LlamaIndex_2-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_LlamaIndex_2-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_LlamaIndex_2-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_LlamaIndex_2-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_LlamaIndex_2-input-timeout-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo",
|
||||
"temperature": 0.9,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_LlamaIndex_2-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex",
|
||||
"name": "chatOpenAI_LlamaIndex",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel_LlamaIndex"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1015.1605888108386,
|
||||
"y": -38.31143117572401
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "recursiveCharacterTextSplitter_0",
|
||||
"sourceHandle": "recursiveCharacterTextSplitter_0-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter|BaseDocumentTransformer|Runnable",
|
||||
"target": "textFile_0",
|
||||
"targetHandle": "textFile_0-input-textSplitter-TextSplitter",
|
||||
"type": "buttonedge",
|
||||
"id": "recursiveCharacterTextSplitter_0-recursiveCharacterTextSplitter_0-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter|BaseDocumentTransformer|Runnable-textFile_0-textFile_0-input-textSplitter-TextSplitter",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "textFile_0",
|
||||
"sourceHandle": "textFile_0-output-document-Document|json",
|
||||
"target": "pineconeLlamaIndex_0",
|
||||
"targetHandle": "pineconeLlamaIndex_0-input-document-Document",
|
||||
"type": "buttonedge",
|
||||
"id": "textFile_0-textFile_0-output-document-Document|json-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-document-Document",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "chatOpenAI_LlamaIndex_1",
|
||||
"sourceHandle": "chatOpenAI_LlamaIndex_1-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex",
|
||||
"target": "pineconeLlamaIndex_0",
|
||||
"targetHandle": "pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_LlamaIndex_1-chatOpenAI_LlamaIndex_1-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "openAIEmbedding_LlamaIndex_0",
|
||||
"sourceHandle": "openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
|
||||
"target": "pineconeLlamaIndex_0",
|
||||
"targetHandle": "pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex",
|
||||
"type": "buttonedge",
|
||||
"id": "openAIEmbedding_LlamaIndex_0-openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "pineconeLlamaIndex_0",
|
||||
"sourceHandle": "pineconeLlamaIndex_0-output-pineconeLlamaIndex-Pinecone|VectorIndexRetriever",
|
||||
"target": "contextChatEngine_0",
|
||||
"targetHandle": "contextChatEngine_0-input-vectorStoreRetriever-VectorIndexRetriever",
|
||||
"type": "buttonedge",
|
||||
"id": "pineconeLlamaIndex_0-pineconeLlamaIndex_0-output-pineconeLlamaIndex-Pinecone|VectorIndexRetriever-contextChatEngine_0-contextChatEngine_0-input-vectorStoreRetriever-VectorIndexRetriever",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "RedisBackedChatMemory_0",
|
||||
"sourceHandle": "RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory",
|
||||
"target": "contextChatEngine_0",
|
||||
"targetHandle": "contextChatEngine_0-input-memory-BaseChatMemory",
|
||||
"type": "buttonedge",
|
||||
"id": "RedisBackedChatMemory_0-RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory-contextChatEngine_0-contextChatEngine_0-input-memory-BaseChatMemory",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "chatOpenAI_LlamaIndex_2",
|
||||
"sourceHandle": "chatOpenAI_LlamaIndex_2-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex",
|
||||
"target": "contextChatEngine_0",
|
||||
"targetHandle": "contextChatEngine_0-input-model-BaseChatModel_LlamaIndex",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_LlamaIndex_2-chatOpenAI_LlamaIndex_2-output-chatOpenAI_LlamaIndex-ChatOpenAI|BaseChatModel_LlamaIndex-contextChatEngine_0-contextChatEngine_0-input-model-BaseChatModel_LlamaIndex",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "A conversational agent for a chat model which utilize chat specific prompts",
|
||||
"categories": "Calculator Tool,Buffer Memory,SerpAPI,ChatOpenAI,Conversational Agent,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -156,7 +158,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -179,6 +181,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -195,6 +217,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -275,6 +305,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -295,7 +358,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -354,7 +419,7 @@
|
||||
"id": "conversationalAgent_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalAgent_0-input-model-BaseChatModel"
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "Agent optimized for vector retrieval during conversation and answering questions based on previous dialogue.",
|
||||
"categories": "Retriever Tool,Buffer Memory,ChatOpenAI,Conversational Retrieval Agent, Pinecone,Langchain",
|
||||
"badge": "POPULAR",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -14,7 +16,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -28,6 +30,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -66,7 +90,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -194,6 +219,13 @@
|
||||
"rows": 3,
|
||||
"placeholder": "Searches and returns documents regarding the state-of-the-union.",
|
||||
"id": "retrieverTool_0-input-description-string"
|
||||
},
|
||||
{
|
||||
"label": "Return Source Documents",
|
||||
"name": "returnSourceDocuments",
|
||||
"type": "boolean",
|
||||
"optional": true,
|
||||
"id": "retrieverTool_0-input-returnSourceDocuments-boolean"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -207,7 +239,8 @@
|
||||
"inputs": {
|
||||
"name": "search_website",
|
||||
"description": "Searches and return documents regarding Jane - a culinary institution that offers top quality coffee, pastries, breakfast, lunch, and a variety of baked goods. They have multiple locations, including Jane on Fillmore, Jane on Larkin, Jane the Bakery, Toy Boat By Jane, and Little Jane on Grant. They emphasize healthy eating with a focus on flavor and quality ingredients. They bake everything in-house and work with local suppliers to source ingredients directly from farmers. They also offer catering services and delivery options.",
|
||||
"retriever": "{{pinecone_0.data.instance}}"
|
||||
"retriever": "{{pinecone_0.data.instance}}",
|
||||
"returnSourceDocuments": true
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -296,12 +329,12 @@
|
||||
"data": {
|
||||
"id": "pinecone_0",
|
||||
"label": "Pinecone",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "pinecone",
|
||||
"type": "Pinecone",
|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
|
||||
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
@@ -342,6 +375,45 @@
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "Search Type",
|
||||
"name": "searchType",
|
||||
"type": "options",
|
||||
"default": "similarity",
|
||||
"options": [
|
||||
{
|
||||
"label": "Similarity",
|
||||
"name": "similarity"
|
||||
},
|
||||
{
|
||||
"label": "Max Marginal Relevance",
|
||||
"name": "mmr"
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-searchType-options"
|
||||
},
|
||||
{
|
||||
"label": "Fetch K (for MMR Search)",
|
||||
"name": "fetchK",
|
||||
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
|
||||
"placeholder": "20",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-fetchK-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda (for MMR Search)",
|
||||
"name": "lambda",
|
||||
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
|
||||
"placeholder": "0.5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-lambda-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -366,7 +438,10 @@
|
||||
"pineconeIndex": "",
|
||||
"pineconeNamespace": "",
|
||||
"pineconeMetadataFilter": "",
|
||||
"topK": ""
|
||||
"topK": "",
|
||||
"searchType": "similarity",
|
||||
"fetchK": "",
|
||||
"lambda": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -414,7 +489,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -437,10 +512,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -461,6 +548,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -551,6 +642,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -572,7 +696,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "Text file QnA using conversational retrieval QA chain",
|
||||
"categories": "TextFile,ChatOpenAI,Conversational Retrieval QA Chain,Pinecone,Langchain",
|
||||
"badge": "POPULAR",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -14,7 +16,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -28,6 +30,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -66,7 +90,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -210,10 +235,10 @@
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "textFile_0-output-document-Document",
|
||||
"id": "textFile_0-output-document-Document|json",
|
||||
"name": "document",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
"type": "Document | json"
|
||||
},
|
||||
{
|
||||
"id": "textFile_0-output-text-string|json",
|
||||
@@ -249,10 +274,10 @@
|
||||
"data": {
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"label": "Conversational Retrieval QA Chain",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain"],
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
|
||||
"inputParams": [
|
||||
@@ -264,47 +289,36 @@
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"label": "Rephrase Prompt",
|
||||
"name": "rephrasePrompt",
|
||||
"type": "string",
|
||||
"description": "Using previous chat history, rephrase question into a standalone question",
|
||||
"warning": "Prompt must include input variables: {chat_history} and {question}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
"default": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"id": "conversationalRetrievalQAChain_0-input-rephrasePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"label": "Response Prompt",
|
||||
"name": "responsePrompt",
|
||||
"type": "string",
|
||||
"description": "Taking the rephrased question, search for answer from the provided context",
|
||||
"warning": "Prompt must include input variable: {context}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
"default": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-responsePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
@@ -325,16 +339,15 @@
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"vectorStoreRetriever": "{{pinecone_0.data.instance}}",
|
||||
"memory": "",
|
||||
"returnSourceDocuments": "",
|
||||
"systemMessagePrompt": "",
|
||||
"chainOption": ""
|
||||
"rephrasePrompt": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"responsePrompt": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain",
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|Runnable",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"label": "ConversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain"
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -358,7 +371,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -381,10 +394,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -405,6 +430,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -495,6 +524,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -516,7 +578,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -548,12 +612,12 @@
|
||||
"data": {
|
||||
"id": "pinecone_0",
|
||||
"label": "Pinecone",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "pinecone",
|
||||
"type": "Pinecone",
|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
|
||||
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
@@ -594,6 +658,45 @@
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "Search Type",
|
||||
"name": "searchType",
|
||||
"type": "options",
|
||||
"default": "similarity",
|
||||
"options": [
|
||||
{
|
||||
"label": "Similarity",
|
||||
"name": "similarity"
|
||||
},
|
||||
{
|
||||
"label": "Max Marginal Relevance",
|
||||
"name": "mmr"
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-searchType-options"
|
||||
},
|
||||
{
|
||||
"label": "Fetch K (for MMR Search)",
|
||||
"name": "fetchK",
|
||||
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
|
||||
"placeholder": "20",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-fetchK-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda (for MMR Search)",
|
||||
"name": "lambda",
|
||||
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
|
||||
"placeholder": "0.5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-lambda-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -618,7 +721,10 @@
|
||||
"pineconeIndex": "",
|
||||
"pineconeNamespace": "",
|
||||
"pineconeMetadataFilter": "",
|
||||
"topK": ""
|
||||
"topK": "",
|
||||
"searchType": "similarity",
|
||||
"fetchK": "",
|
||||
"lambda": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -669,11 +775,11 @@
|
||||
},
|
||||
{
|
||||
"source": "textFile_0",
|
||||
"sourceHandle": "textFile_0-output-document-Document",
|
||||
"sourceHandle": "textFile_0-output-document-Document|json",
|
||||
"target": "pinecone_0",
|
||||
"targetHandle": "pinecone_0-input-document-Document",
|
||||
"type": "buttonedge",
|
||||
"id": "textFile_0-textFile_0-output-document-Document-pinecone_0-pinecone_0-input-document-Document",
|
||||
"id": "textFile_0-textFile_0-output-document-Document|json-pinecone_0-pinecone_0-input-document-Document",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
@@ -704,9 +810,9 @@
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "Flowise Docs Github QnA using conversational retrieval QA chain",
|
||||
"categories": "Memory Vector Store,Github Loader,ChatOpenAI,Conversational Retrieval QA Chain,Langchain",
|
||||
"badge": "POPULAR",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -156,9 +158,9 @@
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"label": "Conversational Retrieval QA Chain",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain"],
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
|
||||
"inputParams": [
|
||||
@@ -170,47 +172,36 @@
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"label": "Rephrase Prompt",
|
||||
"name": "rephrasePrompt",
|
||||
"type": "string",
|
||||
"description": "Using previous chat history, rephrase question into a standalone question",
|
||||
"warning": "Prompt must include input variables: {chat_history} and {question}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
"default": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"id": "conversationalRetrievalQAChain_0-input-rephrasePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"label": "Response Prompt",
|
||||
"name": "responsePrompt",
|
||||
"type": "string",
|
||||
"description": "Taking the rephrased question, search for answer from the provided context",
|
||||
"warning": "Prompt must include input variable: {context}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
"default": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-responsePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
@@ -232,15 +223,15 @@
|
||||
"vectorStoreRetriever": "{{memoryVectorStore_0.data.instance}}",
|
||||
"memory": "",
|
||||
"returnSourceDocuments": true,
|
||||
"systemMessagePrompt": "",
|
||||
"chainOption": ""
|
||||
"rephrasePrompt": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"responsePrompt": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain",
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|Runnable",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"label": "ConversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain"
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -387,7 +378,7 @@
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"name": "chatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
"category": "Chat Models",
|
||||
@@ -409,6 +400,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -425,6 +436,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -505,6 +524,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -525,7 +577,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -558,7 +612,7 @@
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"name": "openAIEmbeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
"category": "Embeddings",
|
||||
@@ -571,6 +625,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -609,7 +685,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -668,9 +745,9 @@
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Simple LLM Chain using HuggingFace Inference API on falcon-7b-instruct model",
|
||||
"categories": "HuggingFace,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -234,13 +236,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{huggingFaceInference_LLMs_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": ""
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "Generate image using Replicate Stability text-to-image generative AI model",
|
||||
"badge": "NEW",
|
||||
"categories": "Replicate,ChatOpenAI,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -289,13 +291,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{replicate_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": ""
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -378,13 +390,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_1-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_1-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_1.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": ""
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -432,7 +454,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -455,10 +477,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -479,6 +513,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -569,6 +607,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -590,7 +661,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"badge": "NEW",
|
||||
"categories": "Moderation,ChatOpenAI,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -164,7 +166,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -187,10 +189,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -211,6 +225,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -301,6 +319,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -322,7 +373,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "Return response as a list (array) instead of a string/text",
|
||||
"badge": "NEW",
|
||||
"categories": "CSV Output Parser,ChatOpenAI,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -49,13 +51,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"outputParser": "{{csvOutputParser_0.data.instance}}",
|
||||
"chainName": ""
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -213,7 +225,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -236,6 +248,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -252,6 +284,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -338,6 +378,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -359,7 +432,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "QnA chain using Ollama local LLM, LocalAI embedding model, and Faiss local vector store",
|
||||
"badge": "POPULAR",
|
||||
"categories": "Text File,ChatOllama,Conversational Retrieval QA Chain,Faiss,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -83,10 +85,10 @@
|
||||
"data": {
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"label": "Conversational Retrieval QA Chain",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
|
||||
"inputParams": [
|
||||
@@ -98,47 +100,36 @@
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"label": "Rephrase Prompt",
|
||||
"name": "rephrasePrompt",
|
||||
"type": "string",
|
||||
"description": "Using previous chat history, rephrase question into a standalone question",
|
||||
"warning": "Prompt must include input variables: {chat_history} and {question}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
"default": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"id": "conversationalRetrievalQAChain_0-input-rephrasePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"label": "Response Prompt",
|
||||
"name": "responsePrompt",
|
||||
"type": "string",
|
||||
"description": "Taking the rephrased question, search for answer from the provided context",
|
||||
"warning": "Prompt must include input variable: {context}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
"default": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-responsePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
@@ -158,14 +149,16 @@
|
||||
"inputs": {
|
||||
"model": "{{chatOllama_0.data.instance}}",
|
||||
"vectorStoreRetriever": "{{faiss_0.data.instance}}",
|
||||
"memory": ""
|
||||
"memory": "",
|
||||
"rephrasePrompt": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"responsePrompt": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|BaseLangChain",
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|Runnable",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"label": "ConversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | BaseLangChain"
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -233,10 +226,10 @@
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "textFile_0-output-document-Document",
|
||||
"id": "textFile_0-output-document-Document|json",
|
||||
"name": "document",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
"type": "Document | json"
|
||||
},
|
||||
{
|
||||
"id": "textFile_0-output-text-string|json",
|
||||
@@ -649,20 +642,20 @@
|
||||
"source": "chatOllama_0",
|
||||
"sourceHandle": "chatOllama_0-output-chatOllama-ChatOllama|SimpleChatModel|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOllama_0-chatOllama_0-output-chatOllama-ChatOllama|SimpleChatModel|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"id": "chatOllama_0-chatOllama_0-output-chatOllama-ChatOllama|SimpleChatModel|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "textFile_0",
|
||||
"sourceHandle": "textFile_0-output-document-Document",
|
||||
"sourceHandle": "textFile_0-output-document-Document|json",
|
||||
"target": "faiss_0",
|
||||
"targetHandle": "faiss_0-input-document-Document",
|
||||
"type": "buttonedge",
|
||||
"id": "textFile_0-textFile_0-output-document-Document-faiss_0-faiss_0-input-document-Document",
|
||||
"id": "textFile_0-textFile_0-output-document-Document|json-faiss_0-faiss_0-input-document-Document",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Use long term memory like Zep to differentiate conversations between users with sessionId",
|
||||
"categories": "ChatOpenAI,Conversational Retrieval QA Chain,Zep Memory,Qdrant,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -13,10 +15,10 @@
|
||||
"data": {
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"label": "Conversational Retrieval QA Chain",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
|
||||
"inputParams": [
|
||||
@@ -28,47 +30,36 @@
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"label": "Rephrase Prompt",
|
||||
"name": "rephrasePrompt",
|
||||
"type": "string",
|
||||
"description": "Using previous chat history, rephrase question into a standalone question",
|
||||
"warning": "Prompt must include input variables: {chat_history} and {question}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
"default": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"id": "conversationalRetrievalQAChain_0-input-rephrasePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"label": "Response Prompt",
|
||||
"name": "responsePrompt",
|
||||
"type": "string",
|
||||
"description": "Taking the rephrased question, search for answer from the provided context",
|
||||
"warning": "Prompt must include input variable: {context}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
"default": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-responsePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
@@ -89,14 +80,16 @@
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"vectorStoreRetriever": "{{qdrant_0.data.instance}}",
|
||||
"memory": "{{ZepMemory_0.data.instance}}",
|
||||
"returnSourceDocuments": true
|
||||
"returnSourceDocuments": true,
|
||||
"rephrasePrompt": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"responsePrompt": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|BaseLangChain",
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|Runnable",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"label": "ConversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | BaseLangChain"
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -121,7 +114,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -135,6 +128,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -173,7 +188,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -205,7 +221,7 @@
|
||||
"data": {
|
||||
"id": "ZepMemory_0",
|
||||
"label": "Zep Memory",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "ZepMemory",
|
||||
"type": "ZepMemory",
|
||||
"baseClasses": ["ZepMemory", "BaseChatMemory", "BaseMemory"],
|
||||
@@ -228,18 +244,11 @@
|
||||
"default": "http://127.0.0.1:8000",
|
||||
"id": "ZepMemory_0-input-baseURL-string"
|
||||
},
|
||||
{
|
||||
"label": "Auto Summary",
|
||||
"name": "autoSummary",
|
||||
"type": "boolean",
|
||||
"default": true,
|
||||
"id": "ZepMemory_0-input-autoSummary-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Session Id",
|
||||
"name": "sessionId",
|
||||
"type": "string",
|
||||
"description": "if empty, chatId will be used automatically",
|
||||
"description": "If not specified, a random id will be used. Learn <a target=\"_blank\" href=\"https://docs.flowiseai.com/memory/long-term-memory#ui-and-embedded-chat\">more</a>",
|
||||
"default": "",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
@@ -251,17 +260,10 @@
|
||||
"type": "number",
|
||||
"default": "10",
|
||||
"step": 1,
|
||||
"additionalParams": true,
|
||||
"description": "Window of size k to surface the last k back-and-forths to use as memory.",
|
||||
"id": "ZepMemory_0-input-k-number"
|
||||
},
|
||||
{
|
||||
"label": "Auto Summary Template",
|
||||
"name": "autoSummaryTemplate",
|
||||
"type": "string",
|
||||
"default": "This is the summary of the following conversation:\n{summary}",
|
||||
"additionalParams": true,
|
||||
"id": "ZepMemory_0-input-autoSummaryTemplate-string"
|
||||
},
|
||||
{
|
||||
"label": "AI Prefix",
|
||||
"name": "aiPrefix",
|
||||
@@ -306,10 +308,8 @@
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"baseURL": "http://127.0.0.1:8000",
|
||||
"autoSummary": true,
|
||||
"sessionId": "",
|
||||
"k": "10",
|
||||
"autoSummaryTemplate": "This is the summary of the following conversation:\n{summary}",
|
||||
"aiPrefix": "ai",
|
||||
"humanPrefix": "human",
|
||||
"memoryKey": "chat_history",
|
||||
@@ -508,7 +508,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -531,10 +531,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -555,6 +567,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -645,6 +661,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -666,7 +715,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -725,9 +776,9 @@
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "Upsert multiple files with metadata and filter by it using conversational retrieval QA chain",
|
||||
"categories": "Text File,PDF File,ChatOpenAI,Conversational Retrieval QA Chain,Pinecone,Langchain",
|
||||
"badge": "POPULAR",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -126,10 +128,10 @@
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "textFile_0-output-document-Document",
|
||||
"id": "textFile_0-output-document-Document|json",
|
||||
"name": "document",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
"type": "Document | json"
|
||||
},
|
||||
{
|
||||
"id": "textFile_0-output-text-string|json",
|
||||
@@ -249,10 +251,10 @@
|
||||
"data": {
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"label": "Conversational Retrieval QA Chain",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
|
||||
"inputParams": [
|
||||
@@ -264,47 +266,36 @@
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"label": "Rephrase Prompt",
|
||||
"name": "rephrasePrompt",
|
||||
"type": "string",
|
||||
"description": "Using previous chat history, rephrase question into a standalone question",
|
||||
"warning": "Prompt must include input variables: {chat_history} and {question}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
"default": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"id": "conversationalRetrievalQAChain_0-input-rephrasePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"label": "Response Prompt",
|
||||
"name": "responsePrompt",
|
||||
"type": "string",
|
||||
"description": "Taking the rephrased question, search for answer from the provided context",
|
||||
"warning": "Prompt must include input variable: {context}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
"default": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-responsePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
@@ -323,14 +314,16 @@
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"vectorStoreRetriever": "{{pinecone_0.data.instance}}"
|
||||
"vectorStoreRetriever": "{{pinecone_0.data.instance}}",
|
||||
"rephrasePrompt": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"responsePrompt": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|BaseLangChain",
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|Runnable",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"label": "ConversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | BaseLangChain"
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -355,7 +348,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -369,6 +362,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -407,7 +422,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -439,7 +455,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -462,10 +478,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -486,6 +514,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -576,6 +608,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -597,7 +662,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -629,12 +696,12 @@
|
||||
"data": {
|
||||
"id": "pinecone_0",
|
||||
"label": "Pinecone",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "pinecone",
|
||||
"type": "Pinecone",
|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
|
||||
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
@@ -675,6 +742,45 @@
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "Search Type",
|
||||
"name": "searchType",
|
||||
"type": "options",
|
||||
"default": "similarity",
|
||||
"options": [
|
||||
{
|
||||
"label": "Similarity",
|
||||
"name": "similarity"
|
||||
},
|
||||
{
|
||||
"label": "Max Marginal Relevance",
|
||||
"name": "mmr"
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-searchType-options"
|
||||
},
|
||||
{
|
||||
"label": "Fetch K (for MMR Search)",
|
||||
"name": "fetchK",
|
||||
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
|
||||
"placeholder": "20",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-fetchK-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda (for MMR Search)",
|
||||
"name": "lambda",
|
||||
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
|
||||
"placeholder": "0.5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-lambda-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -699,7 +805,10 @@
|
||||
"pineconeIndex": "",
|
||||
"pineconeNamespace": "",
|
||||
"pineconeMetadataFilter": "{\"id\":{\"$in\":[\"doc1\",\"doc2\"]}}",
|
||||
"topK": ""
|
||||
"topK": "",
|
||||
"searchType": "similarity",
|
||||
"fetchK": "",
|
||||
"lambda": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -763,20 +872,20 @@
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "textFile_0",
|
||||
"sourceHandle": "textFile_0-output-document-Document",
|
||||
"sourceHandle": "textFile_0-output-document-Document|json",
|
||||
"target": "pinecone_0",
|
||||
"targetHandle": "pinecone_0-input-document-Document",
|
||||
"type": "buttonedge",
|
||||
"id": "textFile_0-textFile_0-output-document-Document-pinecone_0-pinecone_0-input-document-Document",
|
||||
"id": "textFile_0-textFile_0-output-document-Document|json-pinecone_0-pinecone_0-input-document-Document",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "A chain that automatically picks an appropriate prompt from multiple prompts",
|
||||
"categories": "ChatOpenAI,Multi Prompt Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -278,7 +280,7 @@
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"name": "chatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
"category": "Chat Models",
|
||||
@@ -300,6 +302,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -316,6 +338,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -396,6 +426,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -416,7 +479,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "A chain that automatically picks an appropriate retriever from multiple different vector databases",
|
||||
"categories": "ChatOpenAI,Multi Retrieval QA Chain,Pinecone,Chroma,Supabase,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -281,7 +283,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -295,6 +297,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -333,7 +357,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -365,7 +390,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -388,10 +413,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -412,6 +449,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -502,6 +543,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -523,7 +597,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -555,12 +631,12 @@
|
||||
"data": {
|
||||
"id": "pinecone_0",
|
||||
"label": "Pinecone",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "pinecone",
|
||||
"type": "Pinecone",
|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
|
||||
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
@@ -601,6 +677,45 @@
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "Search Type",
|
||||
"name": "searchType",
|
||||
"type": "options",
|
||||
"default": "similarity",
|
||||
"options": [
|
||||
{
|
||||
"label": "Similarity",
|
||||
"name": "similarity"
|
||||
},
|
||||
{
|
||||
"label": "Max Marginal Relevance",
|
||||
"name": "mmr"
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-searchType-options"
|
||||
},
|
||||
{
|
||||
"label": "Fetch K (for MMR Search)",
|
||||
"name": "fetchK",
|
||||
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
|
||||
"placeholder": "20",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-fetchK-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda (for MMR Search)",
|
||||
"name": "lambda",
|
||||
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
|
||||
"placeholder": "0.5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-lambda-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -625,7 +740,10 @@
|
||||
"pineconeIndex": "",
|
||||
"pineconeNamespace": "",
|
||||
"pineconeMetadataFilter": "",
|
||||
"topK": ""
|
||||
"topK": "",
|
||||
"searchType": "similarity",
|
||||
"fetchK": "",
|
||||
"lambda": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -840,6 +958,45 @@
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "supabase_0-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "Search Type",
|
||||
"name": "searchType",
|
||||
"type": "options",
|
||||
"default": "similarity",
|
||||
"options": [
|
||||
{
|
||||
"label": "Similarity",
|
||||
"name": "similarity"
|
||||
},
|
||||
{
|
||||
"label": "Max Marginal Relevance",
|
||||
"name": "mmr"
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-searchType-options"
|
||||
},
|
||||
{
|
||||
"label": "Fetch K (for MMR Search)",
|
||||
"name": "fetchK",
|
||||
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
|
||||
"placeholder": "20",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-fetchK-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda (for MMR Search)",
|
||||
"name": "lambda",
|
||||
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
|
||||
"placeholder": "0.5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-lambda-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -865,7 +1022,10 @@
|
||||
"tableName": "",
|
||||
"queryName": "",
|
||||
"supabaseMetadataFilter": "",
|
||||
"topK": ""
|
||||
"topK": "",
|
||||
"searchType": "similarity",
|
||||
"fetchK": "",
|
||||
"lambda": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Use the agent to choose between multiple different vector databases, with the ability to use other tools",
|
||||
"categories": "Buffer Memory,ChatOpenAI,Chain Tool,Retrieval QA Chain,Redis,Faiss,Conversational Agent,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -54,7 +56,7 @@
|
||||
"inputs": {
|
||||
"name": "ai-paper-qa",
|
||||
"description": "AI Paper QA - useful for when you need to ask questions about the AI-Generated Content paper.",
|
||||
"returnDirect": "",
|
||||
"returnDirect": true,
|
||||
"baseChain": "{{retrievalQAChain_0.data.instance}}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
@@ -128,7 +130,7 @@
|
||||
"inputs": {
|
||||
"name": "state-of-union-qa",
|
||||
"description": "State of the Union QA - useful for when you need to ask questions about the president speech and most recent state of the union address.",
|
||||
"returnDirect": "",
|
||||
"returnDirect": true,
|
||||
"baseChain": "{{retrievalQAChain_1.data.instance}}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
@@ -271,7 +273,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_1",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -285,6 +287,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_1-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_1-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -323,7 +347,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -355,7 +380,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_2",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -369,6 +394,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_2-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_2-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -407,7 +454,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -439,7 +487,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -462,10 +510,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -486,6 +546,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -576,6 +640,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -597,7 +694,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -910,10 +1009,10 @@
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "plainText_0-output-document-Document",
|
||||
"id": "plainText_0-output-document-Document|json",
|
||||
"name": "document",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
"type": "Document | json"
|
||||
},
|
||||
{
|
||||
"id": "plainText_0-output-text-string|json",
|
||||
@@ -949,7 +1048,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_1",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -972,10 +1071,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -996,6 +1107,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -1086,6 +1201,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_1-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -1107,7 +1255,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -1139,7 +1289,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_2",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -1162,10 +1312,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -1186,6 +1348,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -1276,6 +1442,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_2-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_2-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_2-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -1297,7 +1496,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -1431,10 +1632,10 @@
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "plainText_1-output-document-Document",
|
||||
"id": "plainText_1-output-document-Document|json",
|
||||
"name": "document",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
"type": "Document | json"
|
||||
},
|
||||
{
|
||||
"id": "plainText_1-output-text-string|json",
|
||||
@@ -1567,7 +1768,7 @@
|
||||
"id": "conversationalAgent_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalAgent_0-input-model-BaseChatModel"
|
||||
@@ -1651,11 +1852,11 @@
|
||||
},
|
||||
{
|
||||
"source": "plainText_0",
|
||||
"sourceHandle": "plainText_0-output-document-Document",
|
||||
"sourceHandle": "plainText_0-output-document-Document|json",
|
||||
"target": "redis_0",
|
||||
"targetHandle": "redis_0-input-document-Document",
|
||||
"type": "buttonedge",
|
||||
"id": "plainText_0-plainText_0-output-document-Document-redis_0-redis_0-input-document-Document",
|
||||
"id": "plainText_0-plainText_0-output-document-Document|json-redis_0-redis_0-input-document-Document",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
@@ -1706,11 +1907,11 @@
|
||||
},
|
||||
{
|
||||
"source": "plainText_1",
|
||||
"sourceHandle": "plainText_1-output-document-Document",
|
||||
"sourceHandle": "plainText_1-output-document-Document|json",
|
||||
"target": "faiss_0",
|
||||
"targetHandle": "faiss_0-input-document-Document",
|
||||
"type": "buttonedge",
|
||||
"id": "plainText_1-plainText_1-output-document-Document-faiss_0-faiss_0-input-document-Document",
|
||||
"id": "plainText_1-plainText_1-output-document-Document|json-faiss_0-faiss_0-input-document-Document",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "An agent that uses OpenAI's Function Calling functionality to pick the tool and args to call",
|
||||
"categories": "Buffer Memory,Custom Tool, SerpAPI,OpenAI Function,Calculator Tool,ChatOpenAI,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -279,7 +281,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -302,6 +304,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -318,6 +340,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -398,6 +428,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -418,7 +481,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,20 +1,20 @@
|
||||
{
|
||||
"description": "OpenAI Assistant that has instructions and can leverage models, tools, and knowledge to respond to user queries",
|
||||
"categories": "Custom Tool, SerpAPI,OpenAI Assistant,Calculator Tool,Langchain",
|
||||
"framework": "Langchain",
|
||||
"badge": "NEW",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 327,
|
||||
"id": "openAIAssistant_0",
|
||||
"position": {
|
||||
"x": 895.3722263184736,
|
||||
"y": 118.50795801755544
|
||||
"x": 1237.914576178543,
|
||||
"y": 140
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "openAIAssistant_0",
|
||||
"label": "OpenAI Assistant",
|
||||
"version": 2,
|
||||
"version": 3,
|
||||
"name": "openAIAssistant",
|
||||
"type": "OpenAIAssistant",
|
||||
"baseClasses": ["OpenAIAssistant"],
|
||||
@@ -45,37 +45,49 @@
|
||||
"type": "Tool",
|
||||
"list": true,
|
||||
"id": "openAIAssistant_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "openAIAssistant_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"selectedAssistant": "",
|
||||
"tools": ["{{calculator_0.data.instance}}", "{{serper_0.data.instance}}", "{{customTool_0.data.instance}}"]
|
||||
"tools": ["{{calculator_0.data.instance}}", "{{serper_0.data.instance}}", "{{customTool_0.data.instance}}"],
|
||||
"inputModeration": "",
|
||||
"disableFileDownload": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "openAIAssistant_0-output-openAIAssistant-OpenAIAssistant",
|
||||
"name": "openAIAssistant",
|
||||
"label": "OpenAIAssistant",
|
||||
"description": "An agent that uses OpenAI Assistant API to pick the tool and args to call",
|
||||
"type": "OpenAIAssistant"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"width": 300,
|
||||
"height": 419,
|
||||
"selected": false,
|
||||
"dragging": false,
|
||||
"positionAbsolute": {
|
||||
"x": 895.3722263184736,
|
||||
"y": 118.50795801755544
|
||||
"x": 1237.914576178543,
|
||||
"y": 140
|
||||
}
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 143,
|
||||
"id": "calculator_0",
|
||||
"position": {
|
||||
"x": 454.74423492660145,
|
||||
"y": -56.08375600705064
|
||||
"x": 854.0341531341463,
|
||||
"y": 48.134746169036475
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
@@ -95,26 +107,75 @@
|
||||
"id": "calculator_0-output-calculator-Calculator|Tool|StructuredTool|Runnable",
|
||||
"name": "calculator",
|
||||
"label": "Calculator",
|
||||
"description": "Perform calculations on response",
|
||||
"type": "Calculator | Tool | StructuredTool | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"width": 300,
|
||||
"height": 142,
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 454.74423492660145,
|
||||
"y": -56.08375600705064
|
||||
"x": 854.0341531341463,
|
||||
"y": 48.134746169036475
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"id": "serper_0",
|
||||
"position": {
|
||||
"x": 852.623106275503,
|
||||
"y": 205.46647090775525
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "serper_0",
|
||||
"label": "Serper",
|
||||
"version": 1,
|
||||
"name": "serper",
|
||||
"type": "Serper",
|
||||
"baseClasses": ["Serper", "Tool", "StructuredTool", "Runnable"],
|
||||
"category": "Tools",
|
||||
"description": "Wrapper around Serper.dev - Google Search API",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["serperApi"],
|
||||
"id": "serper_0-input-credential-credential"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "serper_0-output-serper-Serper|Tool|StructuredTool|Runnable",
|
||||
"name": "serper",
|
||||
"label": "Serper",
|
||||
"description": "Wrapper around Serper.dev - Google Search API",
|
||||
"type": "Serper | Tool | StructuredTool | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"width": 300,
|
||||
"height": 277,
|
||||
"height": 276,
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 852.623106275503,
|
||||
"y": 205.46647090775525
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"id": "customTool_0",
|
||||
"position": {
|
||||
"x": 454.43871855431365,
|
||||
"y": 401.2171774551178
|
||||
"x": 850.6759101766447,
|
||||
"y": 496.68759375469654
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
@@ -144,63 +205,19 @@
|
||||
"id": "customTool_0-output-customTool-CustomTool|Tool|StructuredTool|Runnable",
|
||||
"name": "customTool",
|
||||
"label": "CustomTool",
|
||||
"description": "Use custom tool you've created in Flowise within chatflow",
|
||||
"type": "CustomTool | Tool | StructuredTool | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 454.43871855431365,
|
||||
"y": 401.2171774551178
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 277,
|
||||
"id": "serper_0",
|
||||
"position": {
|
||||
"x": 452.2514874331948,
|
||||
"y": 99.6087116015905
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "serper_0",
|
||||
"label": "Serper",
|
||||
"version": 1,
|
||||
"name": "serper",
|
||||
"type": "Serper",
|
||||
"baseClasses": ["Serper", "Tool", "StructuredTool", "Runnable"],
|
||||
"category": "Tools",
|
||||
"description": "Wrapper around Serper.dev - Google Search API",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["serperApi"],
|
||||
"id": "serper_0-input-credential-credential"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "serper_0-output-serper-Serper|Tool|StructuredTool|Runnable",
|
||||
"name": "serper",
|
||||
"label": "Serper",
|
||||
"type": "Serper | Tool | StructuredTool | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"height": 276,
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 452.2514874331948,
|
||||
"y": 99.6087116015905
|
||||
"x": 850.6759101766447,
|
||||
"y": 496.68759375469654
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
@@ -212,10 +229,7 @@
|
||||
"target": "openAIAssistant_0",
|
||||
"targetHandle": "openAIAssistant_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "calculator_0-calculator_0-output-calculator-Calculator|Tool|StructuredTool|Runnable-openAIAssistant_0-openAIAssistant_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "calculator_0-calculator_0-output-calculator-Calculator|Tool|StructuredTool|Runnable-openAIAssistant_0-openAIAssistant_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"source": "serper_0",
|
||||
@@ -223,10 +237,7 @@
|
||||
"target": "openAIAssistant_0",
|
||||
"targetHandle": "openAIAssistant_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool|Runnable-openAIAssistant_0-openAIAssistant_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool|Runnable-openAIAssistant_0-openAIAssistant_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"source": "customTool_0",
|
||||
@@ -234,10 +245,7 @@
|
||||
"target": "openAIAssistant_0",
|
||||
"targetHandle": "openAIAssistant_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "customTool_0-customTool_0-output-customTool-CustomTool|Tool|StructuredTool|Runnable-openAIAssistant_0-openAIAssistant_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "customTool_0-customTool_0-output-customTool-CustomTool|Tool|StructuredTool|Runnable-openAIAssistant_0-openAIAssistant_0-input-tools-Tool"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
@@ -1,6 +1,8 @@
|
||||
{
|
||||
"description": "Use chat history to rephrase user question, and answer the rephrased question using retrieved docs from vector store",
|
||||
"categories": "ChatOpenAI,LLM Chain,SingleStore,Langchain",
|
||||
"badge": "POPULAR",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -190,10 +192,10 @@
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "vectorStoreToDocument_0-output-document-Document",
|
||||
"id": "vectorStoreToDocument_0-output-document-Document|json",
|
||||
"name": "document",
|
||||
"label": "Document",
|
||||
"type": "Document"
|
||||
"type": "Document | json"
|
||||
},
|
||||
{
|
||||
"id": "vectorStoreToDocument_0-output-text-string|json",
|
||||
@@ -264,13 +266,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_2-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_2-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": "RephraseQuestion"
|
||||
"chainName": "RephraseQuestion",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -353,13 +365,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_1-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_1-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_1.data.instance}}",
|
||||
"prompt": "{{chatPromptTemplate_0.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": "FinalResponse"
|
||||
"chainName": "FinalResponse",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -407,7 +429,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -430,10 +452,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -454,6 +488,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -544,6 +582,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -565,7 +636,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -597,7 +670,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_1",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -620,10 +693,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -644,6 +729,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -734,6 +823,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_1-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -755,7 +877,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -934,7 +1058,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -948,6 +1072,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -986,7 +1132,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Use output from a chain as prompt for another chain",
|
||||
"categories": "Custom Tool,OpenAI,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -488,13 +490,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{openAI_1.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": "FirstChain"
|
||||
"chainName": "FirstChain",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -577,13 +589,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_1-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_1-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{openAI_2.data.instance}}",
|
||||
"prompt": "{{promptTemplate_1.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": "LastChain"
|
||||
"chainName": "LastChain",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -0,0 +1,559 @@
|
||||
{
|
||||
"description": "Stateless query engine designed to answer question over your data using LlamaIndex",
|
||||
"categories": "ChatAnthropic,Compact and Refine,Pinecone,LlamaIndex",
|
||||
"badge": "NEW",
|
||||
"framework": "LlamaIndex",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 382,
|
||||
"id": "queryEngine_0",
|
||||
"position": {
|
||||
"x": 1407.9610494306783,
|
||||
"y": 241.12144405808692
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "queryEngine_0",
|
||||
"label": "Query Engine",
|
||||
"version": 2,
|
||||
"name": "queryEngine",
|
||||
"type": "QueryEngine",
|
||||
"baseClasses": ["QueryEngine", "BaseQueryEngine"],
|
||||
"tags": ["LlamaIndex"],
|
||||
"category": "Engine",
|
||||
"description": "Simple query engine built to answer question over your data, without memory",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Return Source Documents",
|
||||
"name": "returnSourceDocuments",
|
||||
"type": "boolean",
|
||||
"optional": true,
|
||||
"id": "queryEngine_0-input-returnSourceDocuments-boolean"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
"name": "vectorStoreRetriever",
|
||||
"type": "VectorIndexRetriever",
|
||||
"id": "queryEngine_0-input-vectorStoreRetriever-VectorIndexRetriever"
|
||||
},
|
||||
{
|
||||
"label": "Response Synthesizer",
|
||||
"name": "responseSynthesizer",
|
||||
"type": "ResponseSynthesizer",
|
||||
"description": "ResponseSynthesizer is responsible for sending the query, nodes, and prompt templates to the LLM to generate a response. See <a target=\"_blank\" href=\"https://ts.llamaindex.ai/modules/low_level/response_synthesizer\">more</a>",
|
||||
"optional": true,
|
||||
"id": "queryEngine_0-input-responseSynthesizer-ResponseSynthesizer"
|
||||
}
|
||||
],
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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},
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||||
{
|
||||
"source": "openAIEmbedding_LlamaIndex_0",
|
||||
"sourceHandle": "openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding",
|
||||
"target": "pineconeLlamaIndex_0",
|
||||
"targetHandle": "pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex",
|
||||
"type": "buttonedge",
|
||||
"id": "openAIEmbedding_LlamaIndex_0-openAIEmbedding_LlamaIndex_0-output-openAIEmbedding_LlamaIndex-OpenAIEmbedding|BaseEmbedding_LlamaIndex|BaseEmbedding-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-embeddings-BaseEmbedding_LlamaIndex",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "compactrefineLlamaIndex_0",
|
||||
"sourceHandle": "compactrefineLlamaIndex_0-output-compactrefineLlamaIndex-CompactRefine|ResponseSynthesizer",
|
||||
"target": "queryEngine_0",
|
||||
"targetHandle": "queryEngine_0-input-responseSynthesizer-ResponseSynthesizer",
|
||||
"type": "buttonedge",
|
||||
"id": "compactrefineLlamaIndex_0-compactrefineLlamaIndex_0-output-compactrefineLlamaIndex-CompactRefine|ResponseSynthesizer-queryEngine_0-queryEngine_0-input-responseSynthesizer-ResponseSynthesizer",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "chatAnthropic_LlamaIndex_0",
|
||||
"sourceHandle": "chatAnthropic_LlamaIndex_0-output-chatAnthropic_LlamaIndex-ChatAnthropic|BaseChatModel_LlamaIndex",
|
||||
"target": "pineconeLlamaIndex_0",
|
||||
"targetHandle": "pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex",
|
||||
"type": "buttonedge",
|
||||
"id": "chatAnthropic_LlamaIndex_0-chatAnthropic_LlamaIndex_0-output-chatAnthropic_LlamaIndex-ChatAnthropic|BaseChatModel_LlamaIndex-pineconeLlamaIndex_0-pineconeLlamaIndex_0-input-model-BaseChatModel_LlamaIndex",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -1,13 +1,15 @@
|
||||
{
|
||||
"description": "An agent that uses ReAct logic to decide what action to take",
|
||||
"categories": "Calculator Tool,SerpAPI,ChatOpenAI,MRKL Agent,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 143,
|
||||
"height": 142,
|
||||
"id": "calculator_1",
|
||||
"position": {
|
||||
"x": 664.1366474718458,
|
||||
"y": 123.16419000640141
|
||||
"x": 466.86432329033937,
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||||
"y": 230.0825123205457
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
@@ -34,72 +36,177 @@
|
||||
"selected": false
|
||||
},
|
||||
"positionAbsolute": {
|
||||
"x": 664.1366474718458,
|
||||
"y": 123.16419000640141
|
||||
"x": 466.86432329033937,
|
||||
"y": 230.0825123205457
|
||||
},
|
||||
"selected": false,
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 277,
|
||||
"id": "serper_0",
|
||||
"id": "mrklAgentChat_0",
|
||||
"position": {
|
||||
"x": 330.964079024626,
|
||||
"y": 109.83185250619351
|
||||
"x": 905.8535326018256,
|
||||
"y": 388.58312223652564
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "serper_0",
|
||||
"label": "Serper",
|
||||
"version": 1,
|
||||
"name": "serper",
|
||||
"type": "Serper",
|
||||
"baseClasses": ["Serper", "Tool", "StructuredTool"],
|
||||
"category": "Tools",
|
||||
"description": "Wrapper around Serper.dev - Google Search API",
|
||||
"inputParams": [
|
||||
"id": "mrklAgentChat_0",
|
||||
"label": "ReAct Agent for Chat Models",
|
||||
"version": 3,
|
||||
"name": "mrklAgentChat",
|
||||
"type": "AgentExecutor",
|
||||
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
|
||||
"category": "Agents",
|
||||
"description": "Agent that uses the ReAct logic to decide what action to take, optimized to be used with Chat Models",
|
||||
"inputParams": [],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["serperApi"],
|
||||
"id": "serper_0-input-credential-credential"
|
||||
"label": "Allowed Tools",
|
||||
"name": "tools",
|
||||
"type": "Tool",
|
||||
"list": true,
|
||||
"id": "mrklAgentChat_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel",
|
||||
"id": "mrklAgentChat_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"label": "Memory",
|
||||
"name": "memory",
|
||||
"type": "BaseChatMemory",
|
||||
"id": "mrklAgentChat_0-input-memory-BaseChatMemory"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {},
|
||||
"inputs": {
|
||||
"tools": ["{{calculator_1.data.instance}}", "{{serper_0.data.instance}}"],
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"memory": "{{RedisBackedChatMemory_0.data.instance}}"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "serper_0-output-serper-Serper|Tool|StructuredTool",
|
||||
"name": "serper",
|
||||
"label": "Serper",
|
||||
"type": "Serper | Tool | StructuredTool"
|
||||
"id": "mrklAgentChat_0-output-mrklAgentChat-AgentExecutor|BaseChain|Runnable",
|
||||
"name": "mrklAgentChat",
|
||||
"label": "AgentExecutor",
|
||||
"description": "Agent that uses the ReAct logic to decide what action to take, optimized to be used with Chat Models",
|
||||
"type": "AgentExecutor | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"width": 300,
|
||||
"height": 330,
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 330.964079024626,
|
||||
"y": 109.83185250619351
|
||||
"x": 905.8535326018256,
|
||||
"y": 388.58312223652564
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"id": "RedisBackedChatMemory_0",
|
||||
"position": {
|
||||
"x": 473.108799702029,
|
||||
"y": 401.8098683245926
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "RedisBackedChatMemory_0",
|
||||
"label": "Redis-Backed Chat Memory",
|
||||
"version": 2,
|
||||
"name": "RedisBackedChatMemory",
|
||||
"type": "RedisBackedChatMemory",
|
||||
"baseClasses": ["RedisBackedChatMemory", "BaseChatMemory", "BaseMemory"],
|
||||
"category": "Memory",
|
||||
"description": "Summarizes the conversation and stores the memory in Redis server",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"optional": true,
|
||||
"credentialNames": ["redisCacheApi", "redisCacheUrlApi"],
|
||||
"id": "RedisBackedChatMemory_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Session Id",
|
||||
"name": "sessionId",
|
||||
"type": "string",
|
||||
"description": "If not specified, a random id will be used. Learn <a target=\"_blank\" href=\"https://docs.flowiseai.com/memory/long-term-memory#ui-and-embedded-chat\">more</a>",
|
||||
"default": "",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "RedisBackedChatMemory_0-input-sessionId-string"
|
||||
},
|
||||
{
|
||||
"label": "Session Timeouts",
|
||||
"name": "sessionTTL",
|
||||
"type": "number",
|
||||
"description": "Omit this parameter to make sessions never expire",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "RedisBackedChatMemory_0-input-sessionTTL-number"
|
||||
},
|
||||
{
|
||||
"label": "Memory Key",
|
||||
"name": "memoryKey",
|
||||
"type": "string",
|
||||
"default": "chat_history",
|
||||
"additionalParams": true,
|
||||
"id": "RedisBackedChatMemory_0-input-memoryKey-string"
|
||||
},
|
||||
{
|
||||
"label": "Window Size",
|
||||
"name": "windowSize",
|
||||
"type": "number",
|
||||
"description": "Window of size k to surface the last k back-and-forth to use as memory.",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "RedisBackedChatMemory_0-input-windowSize-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"sessionId": "",
|
||||
"sessionTTL": "",
|
||||
"memoryKey": "chat_history",
|
||||
"windowSize": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory",
|
||||
"name": "RedisBackedChatMemory",
|
||||
"label": "RedisBackedChatMemory",
|
||||
"description": "Summarizes the conversation and stores the memory in Redis server",
|
||||
"type": "RedisBackedChatMemory | BaseChatMemory | BaseMemory"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"width": 300,
|
||||
"height": 574,
|
||||
"height": 328,
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 473.108799702029,
|
||||
"y": 401.8098683245926
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
|
||||
"x": -27.71074046118335,
|
||||
"y": 243.62715178281059
|
||||
"x": 81.2222202723384,
|
||||
"y": 59.395597724017364
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -122,10 +229,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -146,6 +265,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -236,6 +359,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -257,80 +413,78 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"width": 300,
|
||||
"height": 573,
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": -27.71074046118335,
|
||||
"y": 243.62715178281059
|
||||
"x": 81.2222202723384,
|
||||
"y": 59.395597724017364
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 280,
|
||||
"id": "mrklAgentChat_0",
|
||||
"id": "serper_0",
|
||||
"position": {
|
||||
"x": 1090.2058867451212,
|
||||
"y": 423.2174695788541
|
||||
"x": 466.4499611299051,
|
||||
"y": -67.74721119468873
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "mrklAgentChat_0",
|
||||
"label": "ReAct Agent for Chat Models",
|
||||
"id": "serper_0",
|
||||
"label": "Serper",
|
||||
"version": 1,
|
||||
"name": "mrklAgentChat",
|
||||
"type": "AgentExecutor",
|
||||
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
|
||||
"category": "Agents",
|
||||
"description": "Agent that uses the ReAct logic to decide what action to take, optimized to be used with Chat Models",
|
||||
"inputParams": [],
|
||||
"inputAnchors": [
|
||||
"name": "serper",
|
||||
"type": "Serper",
|
||||
"baseClasses": ["Serper", "Tool", "StructuredTool", "Runnable"],
|
||||
"category": "Tools",
|
||||
"description": "Wrapper around Serper.dev - Google Search API",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Allowed Tools",
|
||||
"name": "tools",
|
||||
"type": "Tool",
|
||||
"list": true,
|
||||
"id": "mrklAgentChat_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Language Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "mrklAgentChat_0-input-model-BaseLanguageModel"
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["serperApi"],
|
||||
"id": "serper_0-input-credential-credential"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"tools": ["{{calculator_1.data.instance}}", "{{serper_0.data.instance}}"],
|
||||
"model": "{{chatOpenAI_0.data.instance}}"
|
||||
},
|
||||
"inputAnchors": [],
|
||||
"inputs": {},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "mrklAgentChat_0-output-mrklAgentChat-AgentExecutor|BaseChain|Runnable",
|
||||
"name": "mrklAgentChat",
|
||||
"label": "AgentExecutor",
|
||||
"type": "AgentExecutor | BaseChain | Runnable"
|
||||
"id": "serper_0-output-serper-Serper|Tool|StructuredTool|Runnable",
|
||||
"name": "serper",
|
||||
"label": "Serper",
|
||||
"description": "Wrapper around Serper.dev - Google Search API",
|
||||
"type": "Serper | Tool | StructuredTool | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"width": 300,
|
||||
"height": 276,
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1090.2058867451212,
|
||||
"y": 423.2174695788541
|
||||
"x": 466.4499611299051,
|
||||
"y": -67.74721119468873
|
||||
},
|
||||
"selected": false
|
||||
"dragging": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
@@ -340,32 +494,31 @@
|
||||
"target": "mrklAgentChat_0",
|
||||
"targetHandle": "mrklAgentChat_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "calculator_1-calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "calculator_1-calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"source": "serper_0",
|
||||
"sourceHandle": "serper_0-output-serper-Serper|Tool|StructuredTool",
|
||||
"source": "RedisBackedChatMemory_0",
|
||||
"sourceHandle": "RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory",
|
||||
"target": "mrklAgentChat_0",
|
||||
"targetHandle": "mrklAgentChat_0-input-tools-Tool",
|
||||
"targetHandle": "mrklAgentChat_0-input-memory-BaseChatMemory",
|
||||
"type": "buttonedge",
|
||||
"id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "RedisBackedChatMemory_0-RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory-mrklAgentChat_0-mrklAgentChat_0-input-memory-BaseChatMemory"
|
||||
},
|
||||
{
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "mrklAgentChat_0",
|
||||
"targetHandle": "mrklAgentChat_0-input-model-BaseLanguageModel",
|
||||
"targetHandle": "mrklAgentChat_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-mrklAgentChat_0-mrklAgentChat_0-input-model-BaseLanguageModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-mrklAgentChat_0-mrklAgentChat_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"source": "serper_0",
|
||||
"sourceHandle": "serper_0-output-serper-Serper|Tool|StructuredTool|Runnable",
|
||||
"target": "mrklAgentChat_0",
|
||||
"targetHandle": "mrklAgentChat_0-input-tools-Tool",
|
||||
"type": "buttonedge",
|
||||
"id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool|Runnable-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Use Replicate API that runs Llama 13b v2 model with LLMChain",
|
||||
"categories": "Replicate,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -227,13 +229,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{replicate_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": ""
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Answer questions over a SQL database",
|
||||
"categories": "ChatOpenAI,Sql Database Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -13,7 +15,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -36,6 +38,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -52,6 +74,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -132,6 +162,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -152,7 +215,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,272 @@
|
||||
{
|
||||
"description": "Simple chat engine to handle back and forth conversations using LlamaIndex",
|
||||
"categories": "BufferMemory,AzureChatOpenAI,LlamaIndex",
|
||||
"framework": "LlamaIndex",
|
||||
"badge": "NEW",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 462,
|
||||
"id": "simpleChatEngine_0",
|
||||
"position": {
|
||||
"x": 1210.127368000538,
|
||||
"y": 324.98110560103896
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "simpleChatEngine_0",
|
||||
"label": "Simple Chat Engine",
|
||||
"version": 1,
|
||||
"name": "simpleChatEngine",
|
||||
"type": "SimpleChatEngine",
|
||||
"baseClasses": ["SimpleChatEngine"],
|
||||
"tags": ["LlamaIndex"],
|
||||
"category": "Engine",
|
||||
"description": "Simple engine to handle back and forth conversations",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"optional": true,
|
||||
"placeholder": "You are a helpful assistant",
|
||||
"id": "simpleChatEngine_0-input-systemMessagePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel_LlamaIndex",
|
||||
"id": "simpleChatEngine_0-input-model-BaseChatModel_LlamaIndex"
|
||||
},
|
||||
{
|
||||
"label": "Memory",
|
||||
"name": "memory",
|
||||
"type": "BaseChatMemory",
|
||||
"id": "simpleChatEngine_0-input-memory-BaseChatMemory"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{azureChatOpenAI_LlamaIndex_0.data.instance}}",
|
||||
"memory": "{{bufferMemory_0.data.instance}}",
|
||||
"systemMessagePrompt": "You are a helpful assistant."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "simpleChatEngine_0-output-simpleChatEngine-SimpleChatEngine",
|
||||
"name": "simpleChatEngine",
|
||||
"label": "SimpleChatEngine",
|
||||
"type": "SimpleChatEngine"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"dragging": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1210.127368000538,
|
||||
"y": 324.98110560103896
|
||||
}
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 376,
|
||||
"id": "bufferMemory_0",
|
||||
"position": {
|
||||
"x": 393.9823478014782,
|
||||
"y": 415.7414943210391
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "bufferMemory_0",
|
||||
"label": "Buffer Memory",
|
||||
"version": 1,
|
||||
"name": "bufferMemory",
|
||||
"type": "BufferMemory",
|
||||
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
|
||||
"category": "Memory",
|
||||
"description": "Remembers previous conversational back and forths directly",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Memory Key",
|
||||
"name": "memoryKey",
|
||||
"type": "string",
|
||||
"default": "chat_history",
|
||||
"id": "bufferMemory_0-input-memoryKey-string"
|
||||
},
|
||||
{
|
||||
"label": "Input Key",
|
||||
"name": "inputKey",
|
||||
"type": "string",
|
||||
"default": "input",
|
||||
"id": "bufferMemory_0-input-inputKey-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"memoryKey": "chat_history",
|
||||
"inputKey": "input"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
|
||||
"name": "bufferMemory",
|
||||
"label": "BufferMemory",
|
||||
"type": "BufferMemory | BaseChatMemory | BaseMemory"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 393.9823478014782,
|
||||
"y": 415.7414943210391
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 529,
|
||||
"id": "azureChatOpenAI_LlamaIndex_0",
|
||||
"position": {
|
||||
"x": 746.5530862509605,
|
||||
"y": -54.107978373323306
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "azureChatOpenAI_LlamaIndex_0",
|
||||
"label": "AzureChatOpenAI",
|
||||
"version": 1,
|
||||
"name": "azureChatOpenAI_LlamaIndex",
|
||||
"type": "AzureChatOpenAI",
|
||||
"baseClasses": ["AzureChatOpenAI", "BaseChatModel_LlamaIndex"],
|
||||
"tags": ["LlamaIndex"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around Azure OpenAI Chat LLM specific for LlamaIndex",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["azureOpenAIApi"],
|
||||
"id": "azureChatOpenAI_LlamaIndex_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k",
|
||||
"name": "gpt-4-32k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k",
|
||||
"name": "gpt-3.5-turbo-16k"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo-16k",
|
||||
"optional": true,
|
||||
"id": "azureChatOpenAI_LlamaIndex_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "azureChatOpenAI_LlamaIndex_0-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "azureChatOpenAI_LlamaIndex_0-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "azureChatOpenAI_LlamaIndex_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "azureChatOpenAI_LlamaIndex_0-input-timeout-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [],
|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo-16k",
|
||||
"temperature": 0.9,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"timeout": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "azureChatOpenAI_LlamaIndex_0-output-azureChatOpenAI_LlamaIndex-AzureChatOpenAI|BaseChatModel_LlamaIndex",
|
||||
"name": "azureChatOpenAI_LlamaIndex",
|
||||
"label": "AzureChatOpenAI",
|
||||
"type": "AzureChatOpenAI | BaseChatModel_LlamaIndex"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 746.5530862509605,
|
||||
"y": -54.107978373323306
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "bufferMemory_0",
|
||||
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
|
||||
"target": "simpleChatEngine_0",
|
||||
"targetHandle": "simpleChatEngine_0-input-memory-BaseChatMemory",
|
||||
"type": "buttonedge",
|
||||
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-simpleChatEngine_0-simpleChatEngine_0-input-memory-BaseChatMemory",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
},
|
||||
{
|
||||
"source": "azureChatOpenAI_LlamaIndex_0",
|
||||
"sourceHandle": "azureChatOpenAI_LlamaIndex_0-output-azureChatOpenAI_LlamaIndex-AzureChatOpenAI|BaseChatModel_LlamaIndex",
|
||||
"target": "simpleChatEngine_0",
|
||||
"targetHandle": "simpleChatEngine_0-input-model-BaseChatModel_LlamaIndex",
|
||||
"type": "buttonedge",
|
||||
"id": "azureChatOpenAI_LlamaIndex_0-azureChatOpenAI_LlamaIndex_0-output-azureChatOpenAI_LlamaIndex-AzureChatOpenAI|BaseChatModel_LlamaIndex-simpleChatEngine_0-simpleChatEngine_0-input-model-BaseChatModel_LlamaIndex",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -1,21 +1,264 @@
|
||||
{
|
||||
"description": "Basic example of Conversation Chain with built-in memory - works exactly like ChatGPT",
|
||||
"categories": "Buffer Memory,ChatOpenAI,Conversation Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"badge": "POPULAR",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 574,
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
|
||||
"x": 579.0877964395976,
|
||||
"y": -138.68792413227874
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "chatOpenAI_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k",
|
||||
"name": "gpt-4-32k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k-0613",
|
||||
"name": "gpt-4-32k-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k",
|
||||
"name": "gpt-3.5-turbo-16k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k-0613",
|
||||
"name": "gpt-3.5-turbo-16k-0613"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-basepath-string"
|
||||
},
|
||||
{
|
||||
"label": "BaseOptions",
|
||||
"name": "baseOptions",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Cache",
|
||||
"name": "cache",
|
||||
"type": "BaseCache",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-cache-BaseCache"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"cache": "",
|
||||
"modelName": "gpt-3.5-turbo-16k",
|
||||
"temperature": 0.9,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 579.0877964395976,
|
||||
"y": -138.68792413227874
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 376,
|
||||
"id": "bufferMemory_0",
|
||||
"position": {
|
||||
"x": 753.4300788823234,
|
||||
"y": 479.5336426526603
|
||||
"x": 220.30240896145915,
|
||||
"y": 351.61324070296877
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "bufferMemory_0",
|
||||
"label": "Buffer Memory",
|
||||
"name": "bufferMemory",
|
||||
"version": 1,
|
||||
"name": "bufferMemory",
|
||||
"type": "BufferMemory",
|
||||
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
|
||||
"category": "Memory",
|
||||
@@ -54,179 +297,8 @@
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 753.4300788823234,
|
||||
"y": 479.5336426526603
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 523,
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
|
||||
"x": 754.8942497823595,
|
||||
"y": -140
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"name": "chatOpenAI",
|
||||
"version": 2,
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "chatOpenAI_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k",
|
||||
"name": "gpt-4-32k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k-0613",
|
||||
"name": "gpt-4-32k-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k",
|
||||
"name": "gpt-3.5-turbo-16k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k-0613",
|
||||
"name": "gpt-3.5-turbo-16k-0613"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
"name": "presencePenalty",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-presencePenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Timeout",
|
||||
"name": "timeout",
|
||||
"type": "number",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-timeout-number"
|
||||
},
|
||||
{
|
||||
"label": "BasePath",
|
||||
"name": "basepath",
|
||||
"type": "string",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-basepath-string"
|
||||
},
|
||||
{
|
||||
"label": "BaseOptions",
|
||||
"name": "baseOptions",
|
||||
"type": "json",
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Cache",
|
||||
"name": "cache",
|
||||
"type": "BaseCache",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-cache-BaseCache"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"modelName": "gpt-3.5-turbo",
|
||||
"temperature": 0.9,
|
||||
"maxTokens": "",
|
||||
"topP": "",
|
||||
"frequencyPenalty": "",
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
|
||||
"name": "chatOpenAI",
|
||||
"label": "ChatOpenAI",
|
||||
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 754.8942497823595,
|
||||
"y": -140
|
||||
"x": 220.30240896145915,
|
||||
"y": 351.61324070296877
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
@@ -235,17 +307,17 @@
|
||||
"height": 383,
|
||||
"id": "conversationChain_0",
|
||||
"position": {
|
||||
"x": 1174.6496397666272,
|
||||
"y": 311.1052536740497
|
||||
"x": 958.9887390513221,
|
||||
"y": 318.8734467468765
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "conversationChain_0",
|
||||
"label": "Conversation Chain",
|
||||
"version": 3,
|
||||
"name": "conversationChain",
|
||||
"version": 1,
|
||||
"type": "ConversationChain",
|
||||
"baseClasses": ["ConversationChain", "LLMChain", "BaseChain"],
|
||||
"baseClasses": ["ConversationChain", "LLMChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Chat models specific conversational chain with memory",
|
||||
"inputParams": [
|
||||
@@ -254,15 +326,17 @@
|
||||
"name": "systemMessagePrompt",
|
||||
"type": "string",
|
||||
"rows": 4,
|
||||
"description": "If Chat Prompt Template is provided, this will be ignored",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "You are a helpful assistant that write codes",
|
||||
"default": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.",
|
||||
"placeholder": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.",
|
||||
"id": "conversationChain_0-input-systemMessagePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationChain_0-input-model-BaseChatModel"
|
||||
@@ -274,27 +348,36 @@
|
||||
"id": "conversationChain_0-input-memory-BaseMemory"
|
||||
},
|
||||
{
|
||||
"label": "Document",
|
||||
"name": "document",
|
||||
"type": "Document",
|
||||
"description": "Include whole document into the context window",
|
||||
"label": "Chat Prompt Template",
|
||||
"name": "chatPromptTemplate",
|
||||
"type": "ChatPromptTemplate",
|
||||
"description": "Override existing prompt with Chat Prompt Template. Human Message must includes {input} variable",
|
||||
"optional": true,
|
||||
"id": "conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "conversationChain_0-input-document-Document"
|
||||
"id": "conversationChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"inputModeration": "",
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"memory": "{{bufferMemory_0.data.instance}}",
|
||||
"document": "",
|
||||
"systemMessagePrompt": ""
|
||||
"chatPromptTemplate": "",
|
||||
"systemMessagePrompt": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationChain_0-output-conversationChain-ConversationChain|LLMChain|BaseChain",
|
||||
"id": "conversationChain_0-output-conversationChain-ConversationChain|LLMChain|BaseChain|Runnable",
|
||||
"name": "conversationChain",
|
||||
"label": "ConversationChain",
|
||||
"type": "ConversationChain | LLMChain | BaseChain"
|
||||
"type": "ConversationChain | LLMChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -302,8 +385,8 @@
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 1174.6496397666272,
|
||||
"y": 311.1052536740497
|
||||
"x": 958.9887390513221,
|
||||
"y": 318.8734467468765
|
||||
},
|
||||
"dragging": false
|
||||
}
|
||||
@@ -311,14 +394,11 @@
|
||||
"edges": [
|
||||
{
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationChain_0",
|
||||
"targetHandle": "conversationChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationChain_0-conversationChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationChain_0-conversationChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"source": "bufferMemory_0",
|
||||
@@ -326,10 +406,7 @@
|
||||
"target": "conversationChain_0",
|
||||
"targetHandle": "conversationChain_0-input-memory-BaseMemory",
|
||||
"type": "buttonedge",
|
||||
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationChain_0-conversationChain_0-input-memory-BaseMemory",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationChain_0-conversationChain_0-input-memory-BaseMemory"
|
||||
}
|
||||
]
|
||||
}
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Basic example of stateless (no memory) LLM Chain with a Prompt Template and LLM Model",
|
||||
"categories": "OpenAI,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -268,13 +270,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{openAI_0.data.instance}}",
|
||||
"prompt": "{{promptTemplate_0.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": ""
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Return response as a specified JSON structure instead of a string/text",
|
||||
"categories": "Structured Output Parser,ChatOpenAI,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"badge": "NEW",
|
||||
"nodes": [
|
||||
{
|
||||
@@ -14,7 +16,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -37,6 +39,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -53,6 +75,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -139,6 +169,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -160,7 +223,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -227,13 +292,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"prompt": "{{chatPromptTemplate_0.data.instance}}",
|
||||
"outputParser": "{{structuredOutputParser_0.data.instance}}",
|
||||
"chainName": ""
|
||||
"chainName": "",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
File diff suppressed because it is too large
Load Diff
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Language translation using LLM Chain with a Chat Prompt Template and Chat Model",
|
||||
"categories": "Chat Prompt Template,ChatOpenAI,LLM Chain,Langchain",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -82,7 +84,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -105,6 +107,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -121,6 +143,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -201,6 +231,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -221,7 +284,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -288,13 +353,23 @@
|
||||
"type": "BaseLLMOutputParser",
|
||||
"optional": true,
|
||||
"id": "llmChain_0-input-outputParser-BaseLLMOutputParser"
|
||||
},
|
||||
{
|
||||
"label": "Input Moderation",
|
||||
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
|
||||
"name": "inputModeration",
|
||||
"type": "Moderation",
|
||||
"optional": true,
|
||||
"list": true,
|
||||
"id": "llmChain_0-input-inputModeration-Moderation"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"model": "{{chatOpenAI_0.data.instance}}",
|
||||
"prompt": "{{chatPromptTemplate_0.data.instance}}",
|
||||
"outputParser": "",
|
||||
"chainName": "Language Translation"
|
||||
"chainName": "Language Translation",
|
||||
"inputModeration": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
|
||||
@@ -1,449 +0,0 @@
|
||||
{
|
||||
"description": "A simple LLM chain that uses Vectara to enable conversations with uploaded files",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
"height": 574,
|
||||
"id": "chatOpenAI_0",
|
||||
"position": {
|
||||
"x": 581.1784360612766,
|
||||
"y": -229.3906666911439
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
"category": "Chat Models",
|
||||
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "chatOpenAI_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k",
|
||||
"name": "gpt-4-32k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-32k-0613",
|
||||
"name": "gpt-4-32k-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k",
|
||||
"name": "gpt-3.5-turbo-16k"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-16k-0613",
|
||||
"name": "gpt-3.5-turbo-16k-0613"
|
||||
}
|
||||
],
|
||||
"default": "gpt-3.5-turbo",
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Temperature",
|
||||
"name": "temperature",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"default": 0.9,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-temperature-number"
|
||||
},
|
||||
{
|
||||
"label": "Max Tokens",
|
||||
"name": "maxTokens",
|
||||
"type": "number",
|
||||
"step": 1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-maxTokens-number"
|
||||
},
|
||||
{
|
||||
"label": "Top Probability",
|
||||
"name": "topP",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-topP-number"
|
||||
},
|
||||
{
|
||||
"label": "Frequency Penalty",
|
||||
"name": "frequencyPenalty",
|
||||
"type": "number",
|
||||
"step": 0.1,
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-frequencyPenalty-number"
|
||||
},
|
||||
{
|
||||
"label": "Presence Penalty",
|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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|
||||
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|
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|
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|
||||
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|
||||
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|
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|
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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||||
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||||
{
|
||||
"label": "File",
|
||||
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|
||||
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||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
},
|
||||
{
|
||||
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|
||||
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|
||||
"description": "Number of top results to fetch. Defaults to 4",
|
||||
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|
||||
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|
||||
"additionalParams": true,
|
||||
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|
||||
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||||
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||||
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|
||||
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||||
{
|
||||
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||||
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||||
"type": "Document",
|
||||
"list": true,
|
||||
"optional": true,
|
||||
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|
||||
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|
||||
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|
||||
"inputs": {
|
||||
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|
||||
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|
||||
"sentencesBefore": "",
|
||||
"sentencesAfter": "",
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||||
"lambda": "",
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||||
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|
||||
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|
||||
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||||
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|
||||
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||||
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|
||||
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|
||||
{
|
||||
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||||
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|
||||
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|
||||
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||||
},
|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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|
||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
@@ -0,0 +1,388 @@
|
||||
{
|
||||
"description": "QA chain for Vectara",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"category": "Chains",
|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
"name": "summarizerPromptName",
|
||||
"description": "Summarize the results fetched from Vectara. Read <a target=\"_blank\" href=\"https://docs.vectara.com/docs/learn/grounded-generation/select-a-summarizer\">more</a>",
|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
{
|
||||
"label": "vectara-experimental-summary-ext-2023-10-23-med (gpt-4.0)",
|
||||
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|
||||
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|
||||
}
|
||||
],
|
||||
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|
||||
"id": "vectaraQAChain_0-input-summarizerPromptName-options"
|
||||
},
|
||||
{
|
||||
"label": "Response Language",
|
||||
"name": "responseLang",
|
||||
"description": "Return the response in specific language. If not selected, Vectara will automatically detects the language. Read <a target=\"_blank\" href=\"https://docs.vectara.com/docs/learn/grounded-generation/grounded-generation-response-languages\">more</a>",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "English",
|
||||
"name": "eng"
|
||||
},
|
||||
{
|
||||
"label": "German",
|
||||
"name": "deu"
|
||||
},
|
||||
{
|
||||
"label": "French",
|
||||
"name": "fra"
|
||||
},
|
||||
{
|
||||
"label": "Chinese",
|
||||
"name": "zho"
|
||||
},
|
||||
{
|
||||
"label": "Korean",
|
||||
"name": "kor"
|
||||
},
|
||||
{
|
||||
"label": "Arabic",
|
||||
"name": "ara"
|
||||
},
|
||||
{
|
||||
"label": "Russian",
|
||||
"name": "rus"
|
||||
},
|
||||
{
|
||||
"label": "Thai",
|
||||
"name": "tha"
|
||||
},
|
||||
{
|
||||
"label": "Dutch",
|
||||
"name": "nld"
|
||||
},
|
||||
{
|
||||
"label": "Italian",
|
||||
"name": "ita"
|
||||
},
|
||||
{
|
||||
"label": "Portuguese",
|
||||
"name": "por"
|
||||
},
|
||||
{
|
||||
"label": "Spanish",
|
||||
"name": "spa"
|
||||
},
|
||||
{
|
||||
"label": "Japanese",
|
||||
"name": "jpn"
|
||||
},
|
||||
{
|
||||
"label": "Polish",
|
||||
"name": "pol"
|
||||
},
|
||||
{
|
||||
"label": "Turkish",
|
||||
"name": "tur"
|
||||
},
|
||||
{
|
||||
"label": "Vietnamese",
|
||||
"name": "vie"
|
||||
},
|
||||
{
|
||||
"label": "Indonesian",
|
||||
"name": "ind"
|
||||
},
|
||||
{
|
||||
"label": "Czech",
|
||||
"name": "ces"
|
||||
},
|
||||
{
|
||||
"label": "Ukrainian",
|
||||
"name": "ukr"
|
||||
},
|
||||
{
|
||||
"label": "Greek",
|
||||
"name": "ell"
|
||||
},
|
||||
{
|
||||
"label": "Hebrew",
|
||||
"name": "heb"
|
||||
},
|
||||
{
|
||||
"label": "Farsi/Persian",
|
||||
"name": "fas"
|
||||
},
|
||||
{
|
||||
"label": "Hindi",
|
||||
"name": "hin"
|
||||
},
|
||||
{
|
||||
"label": "Urdu",
|
||||
"name": "urd"
|
||||
},
|
||||
{
|
||||
"label": "Swedish",
|
||||
"name": "swe"
|
||||
},
|
||||
{
|
||||
"label": "Bengali",
|
||||
"name": "ben"
|
||||
},
|
||||
{
|
||||
"label": "Malay",
|
||||
"name": "msa"
|
||||
},
|
||||
{
|
||||
"label": "Romanian",
|
||||
"name": "ron"
|
||||
}
|
||||
],
|
||||
"optional": true,
|
||||
"default": "eng",
|
||||
"id": "vectaraQAChain_0-input-responseLang-options"
|
||||
},
|
||||
{
|
||||
"label": "Max Summarized Results",
|
||||
"name": "maxSummarizedResults",
|
||||
"description": "Maximum results used to build the summarized response",
|
||||
"type": "number",
|
||||
"default": 7,
|
||||
"id": "vectaraQAChain_0-input-maxSummarizedResults-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Vectara Store",
|
||||
"name": "vectaraStore",
|
||||
"type": "VectorStore",
|
||||
"id": "vectaraQAChain_0-input-vectaraStore-VectorStore"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"vectaraStore": "{{vectara_1.data.instance}}",
|
||||
"summarizerPromptName": "vectara-experimental-summary-ext-2023-10-23-small",
|
||||
"responseLang": "eng",
|
||||
"maxSummarizedResults": 7
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "vectaraQAChain_0-output-vectaraQAChain-VectaraQAChain|BaseChain|Runnable",
|
||||
"name": "vectaraQAChain",
|
||||
"label": "VectaraQAChain",
|
||||
"type": "VectaraQAChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
"selected": false
|
||||
},
|
||||
"selected": false,
|
||||
"positionAbsolute": {
|
||||
"x": 740.28434119739,
|
||||
"y": 164.93261446841598
|
||||
},
|
||||
"dragging": false
|
||||
},
|
||||
{
|
||||
"width": 300,
|
||||
"height": 536,
|
||||
"id": "vectara_1",
|
||||
"position": {
|
||||
"x": 139.43135627266395,
|
||||
"y": 189.3685569634871
|
||||
},
|
||||
"type": "customNode",
|
||||
"data": {
|
||||
"id": "vectara_1",
|
||||
"label": "Vectara",
|
||||
"version": 2,
|
||||
"name": "vectara",
|
||||
"type": "Vectara",
|
||||
"baseClasses": ["Vectara", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert embedded data and perform similarity search upon query using Vectara, a LLM-powered search-as-a-service",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
"name": "credential",
|
||||
"type": "credential",
|
||||
"credentialNames": ["vectaraApi"],
|
||||
"id": "vectara_1-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "File",
|
||||
"name": "file",
|
||||
"description": "File to upload to Vectara. Supported file types: https://docs.vectara.com/docs/api-reference/indexing-apis/file-upload/file-upload-filetypes",
|
||||
"type": "file",
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-file-file"
|
||||
},
|
||||
{
|
||||
"label": "Metadata Filter",
|
||||
"name": "filter",
|
||||
"description": "Filter to apply to Vectara metadata. Refer to the <a target=\"_blank\" href=\"https://docs.flowiseai.com/vector-stores/vectara\">documentation</a> on how to use Vectara filters with Flowise.",
|
||||
"type": "string",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-filter-string"
|
||||
},
|
||||
{
|
||||
"label": "Sentences Before",
|
||||
"name": "sentencesBefore",
|
||||
"description": "Number of sentences to fetch before the matched sentence. Defaults to 2.",
|
||||
"type": "number",
|
||||
"default": 2,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-sentencesBefore-number"
|
||||
},
|
||||
{
|
||||
"label": "Sentences After",
|
||||
"name": "sentencesAfter",
|
||||
"description": "Number of sentences to fetch after the matched sentence. Defaults to 2.",
|
||||
"type": "number",
|
||||
"default": 2,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-sentencesAfter-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda",
|
||||
"name": "lambda",
|
||||
"description": "Enable hybrid search to improve retrieval accuracy by adjusting the balance (from 0 to 1) between neural search and keyword-based search factors.A value of 0.0 means that only neural search is used, while a value of 1.0 means that only keyword-based search is used. Defaults to 0.0 (neural only).",
|
||||
"default": 0,
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-lambda-number"
|
||||
},
|
||||
{
|
||||
"label": "Top K",
|
||||
"name": "topK",
|
||||
"description": "Number of top results to fetch. Defaults to 5",
|
||||
"placeholder": "5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "MMR K",
|
||||
"name": "mmrK",
|
||||
"description": "Number of top results to fetch for MMR. Defaults to 50",
|
||||
"placeholder": "50",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-mmrK-number"
|
||||
},
|
||||
{
|
||||
"label": "MMR diversity bias",
|
||||
"name": "mmrDiversityBias",
|
||||
"step": 0.1,
|
||||
"description": "The diversity bias to use for MMR. This is a value between 0.0 and 1.0Values closer to 1.0 optimize for the most diverse results.Defaults to 0 (MMR disabled)",
|
||||
"placeholder": "0.0",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-mmrDiversityBias-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Document",
|
||||
"name": "document",
|
||||
"type": "Document",
|
||||
"list": true,
|
||||
"optional": true,
|
||||
"id": "vectara_1-input-document-Document"
|
||||
}
|
||||
],
|
||||
"inputs": {
|
||||
"document": "",
|
||||
"filter": "",
|
||||
"sentencesBefore": 2,
|
||||
"sentencesAfter": 2,
|
||||
"lambda": "",
|
||||
"topK": "",
|
||||
"mmrK": "",
|
||||
"mmrDiversityBias": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"name": "output",
|
||||
"label": "Output",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"id": "vectara_1-output-retriever-Vectara|VectorStoreRetriever|BaseRetriever",
|
||||
"name": "retriever",
|
||||
"label": "Vectara Retriever",
|
||||
"type": "Vectara | VectorStoreRetriever | BaseRetriever"
|
||||
},
|
||||
{
|
||||
"id": "vectara_1-output-vectorStore-Vectara|VectorStore",
|
||||
"name": "vectorStore",
|
||||
"label": "Vectara Vector Store",
|
||||
"type": "Vectara | VectorStore"
|
||||
}
|
||||
],
|
||||
"default": "retriever"
|
||||
}
|
||||
],
|
||||
"outputs": {
|
||||
"output": "vectorStore"
|
||||
},
|
||||
"selected": false
|
||||
},
|
||||
"positionAbsolute": {
|
||||
"x": 139.43135627266395,
|
||||
"y": 189.3685569634871
|
||||
},
|
||||
"selected": false,
|
||||
"dragging": false
|
||||
}
|
||||
],
|
||||
"edges": [
|
||||
{
|
||||
"source": "vectara_1",
|
||||
"sourceHandle": "vectara_1-output-vectorStore-Vectara|VectorStore",
|
||||
"target": "vectaraQAChain_0",
|
||||
"targetHandle": "vectaraQAChain_0-input-vectaraStore-VectorStore",
|
||||
"type": "buttonedge",
|
||||
"id": "vectara_1-vectara_1-output-vectorStore-Vectara|VectorStore-vectaraQAChain_0-vectaraQAChain_0-input-vectaraStore-VectorStore"
|
||||
}
|
||||
]
|
||||
}
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Conversational Agent with ability to visit a website and extract information",
|
||||
"categories": "Buffer Memory,Web Browser,ChatOpenAI,Conversational Agent",
|
||||
"framework": "Langchain",
|
||||
"nodes": [
|
||||
{
|
||||
"width": 300,
|
||||
@@ -125,7 +127,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -148,6 +150,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -164,6 +186,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -244,6 +274,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -264,7 +327,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -296,7 +361,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -310,6 +375,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -348,7 +435,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -380,7 +468,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_1",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
|
||||
@@ -403,6 +491,26 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0613",
|
||||
"name": "gpt-4-0613"
|
||||
@@ -419,6 +527,14 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0613",
|
||||
"name": "gpt-3.5-turbo-0613"
|
||||
@@ -499,6 +615,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_1-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_1-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -519,7 +668,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -578,7 +729,7 @@
|
||||
"id": "conversationalAgent_0-input-tools-Tool"
|
||||
},
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalAgent_0-input-model-BaseChatModel"
|
||||
|
||||
@@ -1,5 +1,7 @@
|
||||
{
|
||||
"description": "Scrape web pages for QnA with long term memory Motorhead and return source documents",
|
||||
"categories": "HtmlToMarkdown,Cheerio Web Scraper,ChatOpenAI,Redis,Pinecone,Langchain",
|
||||
"framework": "Langchain",
|
||||
"badge": "POPULAR",
|
||||
"nodes": [
|
||||
{
|
||||
@@ -14,7 +16,7 @@
|
||||
"data": {
|
||||
"id": "openAIEmbeddings_0",
|
||||
"label": "OpenAI Embeddings",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "openAIEmbeddings",
|
||||
"type": "OpenAIEmbeddings",
|
||||
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
|
||||
@@ -28,6 +30,28 @@
|
||||
"credentialNames": ["openAIApi"],
|
||||
"id": "openAIEmbeddings_0-input-credential-credential"
|
||||
},
|
||||
{
|
||||
"label": "Model Name",
|
||||
"name": "modelName",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "text-embedding-3-large",
|
||||
"name": "text-embedding-3-large"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-3-small",
|
||||
"name": "text-embedding-3-small"
|
||||
},
|
||||
{
|
||||
"label": "text-embedding-ada-002",
|
||||
"name": "text-embedding-ada-002"
|
||||
}
|
||||
],
|
||||
"default": "text-embedding-ada-002",
|
||||
"optional": true,
|
||||
"id": "openAIEmbeddings_0-input-modelName-options"
|
||||
},
|
||||
{
|
||||
"label": "Strip New Lines",
|
||||
"name": "stripNewLines",
|
||||
@@ -66,7 +90,8 @@
|
||||
"stripNewLines": "",
|
||||
"batchSize": "",
|
||||
"timeout": "",
|
||||
"basepath": ""
|
||||
"basepath": "",
|
||||
"modelName": "text-embedding-ada-002"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -162,10 +187,10 @@
|
||||
"data": {
|
||||
"id": "conversationalRetrievalQAChain_0",
|
||||
"label": "Conversational Retrieval QA Chain",
|
||||
"version": 1,
|
||||
"version": 2,
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain",
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain"],
|
||||
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "Runnable"],
|
||||
"category": "Chains",
|
||||
"description": "Document QA - built on RetrievalQAChain to provide a chat history component",
|
||||
"inputParams": [
|
||||
@@ -177,47 +202,36 @@
|
||||
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
|
||||
},
|
||||
{
|
||||
"label": "System Message",
|
||||
"name": "systemMessagePrompt",
|
||||
"label": "Rephrase Prompt",
|
||||
"name": "rephrasePrompt",
|
||||
"type": "string",
|
||||
"description": "Using previous chat history, rephrase question into a standalone question",
|
||||
"warning": "Prompt must include input variables: {chat_history} and {question}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-systemMessagePrompt-string"
|
||||
"default": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"id": "conversationalRetrievalQAChain_0-input-rephrasePrompt-string"
|
||||
},
|
||||
{
|
||||
"label": "Chain Option",
|
||||
"name": "chainOption",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "MapReduceDocumentsChain",
|
||||
"name": "map_reduce",
|
||||
"description": "Suitable for QA tasks over larger documents and can run the preprocessing step in parallel, reducing the running time"
|
||||
},
|
||||
{
|
||||
"label": "RefineDocumentsChain",
|
||||
"name": "refine",
|
||||
"description": "Suitable for QA tasks over a large number of documents."
|
||||
},
|
||||
{
|
||||
"label": "StuffDocumentsChain",
|
||||
"name": "stuff",
|
||||
"description": "Suitable for QA tasks over a small number of documents."
|
||||
}
|
||||
],
|
||||
"label": "Response Prompt",
|
||||
"name": "responsePrompt",
|
||||
"type": "string",
|
||||
"description": "Taking the rephrased question, search for answer from the provided context",
|
||||
"warning": "Prompt must include input variable: {context}",
|
||||
"rows": 4,
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
|
||||
"default": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.",
|
||||
"id": "conversationalRetrievalQAChain_0-input-responsePrompt-string"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
{
|
||||
"label": "Language Model",
|
||||
"label": "Chat Model",
|
||||
"name": "model",
|
||||
"type": "BaseLanguageModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel"
|
||||
"type": "BaseChatModel",
|
||||
"id": "conversationalRetrievalQAChain_0-input-model-BaseChatModel"
|
||||
},
|
||||
{
|
||||
"label": "Vector Store Retriever",
|
||||
@@ -239,15 +253,15 @@
|
||||
"vectorStoreRetriever": "{{pinecone_0.data.instance}}",
|
||||
"memory": "{{RedisBackedChatMemory_0.data.instance}}",
|
||||
"returnSourceDocuments": true,
|
||||
"systemMessagePrompt": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given context. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Do not make up any information that is not in the context. Refuse to answer any question not about the info. Never break character.",
|
||||
"chainOption": ""
|
||||
"rephrasePrompt": "Given the following conversation and a follow up question, rephrase the follow up question to be a standalone question.\n\nChat History:\n{chat_history}\nFollow Up Input: {question}\nStandalone Question:",
|
||||
"responsePrompt": "You are a helpful assistant. Using the provided context, answer the user's question to the best of your ability using the resources provided.\nIf there is nothing in the context relevant to the question at hand, just say \"Hmm, I'm not sure.\" Don't try to make up an answer.\n------------\n{context}\n------------\nREMEMBER: If there is no relevant information within the context, just say \"Hmm, I'm not sure.\" Don't try to make up an answer."
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain",
|
||||
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|Runnable",
|
||||
"name": "conversationalRetrievalQAChain",
|
||||
"label": "ConversationalRetrievalQAChain",
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain"
|
||||
"type": "ConversationalRetrievalQAChain | BaseChain | Runnable"
|
||||
}
|
||||
],
|
||||
"outputs": {},
|
||||
@@ -380,7 +394,7 @@
|
||||
"data": {
|
||||
"id": "chatOpenAI_0",
|
||||
"label": "ChatOpenAI",
|
||||
"version": 2,
|
||||
"version": 5,
|
||||
"name": "chatOpenAI",
|
||||
"type": "ChatOpenAI",
|
||||
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
|
||||
@@ -403,10 +417,22 @@
|
||||
"label": "gpt-4",
|
||||
"name": "gpt-4"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-turbo-preview",
|
||||
"name": "gpt-4-turbo-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-0125-preview",
|
||||
"name": "gpt-4-0125-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-preview",
|
||||
"name": "gpt-4-1106-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-1106-vision-preview",
|
||||
"name": "gpt-4-1106-vision-preview"
|
||||
},
|
||||
{
|
||||
"label": "gpt-4-vision-preview",
|
||||
"name": "gpt-4-vision-preview"
|
||||
@@ -427,6 +453,10 @@
|
||||
"label": "gpt-3.5-turbo",
|
||||
"name": "gpt-3.5-turbo"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-0125",
|
||||
"name": "gpt-3.5-turbo-0125"
|
||||
},
|
||||
{
|
||||
"label": "gpt-3.5-turbo-1106",
|
||||
"name": "gpt-3.5-turbo-1106"
|
||||
@@ -517,6 +547,39 @@
|
||||
"optional": true,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-baseOptions-json"
|
||||
},
|
||||
{
|
||||
"label": "Allow Image Uploads",
|
||||
"name": "allowImageUploads",
|
||||
"type": "boolean",
|
||||
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
|
||||
"default": false,
|
||||
"optional": true,
|
||||
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
|
||||
},
|
||||
{
|
||||
"label": "Image Resolution",
|
||||
"description": "This parameter controls the resolution in which the model views the image.",
|
||||
"name": "imageResolution",
|
||||
"type": "options",
|
||||
"options": [
|
||||
{
|
||||
"label": "Low",
|
||||
"name": "low"
|
||||
},
|
||||
{
|
||||
"label": "High",
|
||||
"name": "high"
|
||||
},
|
||||
{
|
||||
"label": "Auto",
|
||||
"name": "auto"
|
||||
}
|
||||
],
|
||||
"default": "low",
|
||||
"optional": false,
|
||||
"additionalParams": true,
|
||||
"id": "chatOpenAI_0-input-imageResolution-options"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -538,7 +601,9 @@
|
||||
"presencePenalty": "",
|
||||
"timeout": "",
|
||||
"basepath": "",
|
||||
"baseOptions": ""
|
||||
"baseOptions": "",
|
||||
"allowImageUploads": true,
|
||||
"imageResolution": "low"
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -589,7 +654,7 @@
|
||||
"label": "Session Id",
|
||||
"name": "sessionId",
|
||||
"type": "string",
|
||||
"description": "If not specified, the first CHAT_MESSAGE_ID will be used as sessionId",
|
||||
"description": "If not specified, a random id will be used. Learn <a target=\"_blank\" href=\"https://docs.flowiseai.com/memory/long-term-memory#ui-and-embedded-chat\">more</a>",
|
||||
"default": "",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
@@ -649,12 +714,12 @@
|
||||
"data": {
|
||||
"id": "pinecone_0",
|
||||
"label": "Pinecone",
|
||||
"version": 1,
|
||||
"version": 3,
|
||||
"name": "pinecone",
|
||||
"type": "Pinecone",
|
||||
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
|
||||
"category": "Vector Stores",
|
||||
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
|
||||
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
|
||||
"inputParams": [
|
||||
{
|
||||
"label": "Connect Credential",
|
||||
@@ -695,6 +760,45 @@
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-topK-number"
|
||||
},
|
||||
{
|
||||
"label": "Search Type",
|
||||
"name": "searchType",
|
||||
"type": "options",
|
||||
"default": "similarity",
|
||||
"options": [
|
||||
{
|
||||
"label": "Similarity",
|
||||
"name": "similarity"
|
||||
},
|
||||
{
|
||||
"label": "Max Marginal Relevance",
|
||||
"name": "mmr"
|
||||
}
|
||||
],
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-searchType-options"
|
||||
},
|
||||
{
|
||||
"label": "Fetch K (for MMR Search)",
|
||||
"name": "fetchK",
|
||||
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
|
||||
"placeholder": "20",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-fetchK-number"
|
||||
},
|
||||
{
|
||||
"label": "Lambda (for MMR Search)",
|
||||
"name": "lambda",
|
||||
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
|
||||
"placeholder": "0.5",
|
||||
"type": "number",
|
||||
"additionalParams": true,
|
||||
"optional": true,
|
||||
"id": "pinecone_0-input-lambda-number"
|
||||
}
|
||||
],
|
||||
"inputAnchors": [
|
||||
@@ -719,7 +823,10 @@
|
||||
"pineconeIndex": "",
|
||||
"pineconeNamespace": "",
|
||||
"pineconeMetadataFilter": "",
|
||||
"topK": ""
|
||||
"topK": "",
|
||||
"searchType": "similarity",
|
||||
"fetchK": "",
|
||||
"lambda": ""
|
||||
},
|
||||
"outputAnchors": [
|
||||
{
|
||||
@@ -772,9 +879,9 @@
|
||||
"source": "chatOpenAI_0",
|
||||
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
|
||||
"target": "conversationalRetrievalQAChain_0",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"type": "buttonedge",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
|
||||
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseChatModel",
|
||||
"data": {
|
||||
"label": ""
|
||||
}
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "add_contact_hubspot",
|
||||
"framework": "Langchain",
|
||||
"description": "Add new contact to Hubspot",
|
||||
"color": "linear-gradient(rgb(85,198,123), rgb(0,230,99))",
|
||||
"iconSrc": "https://cdn.worldvectorlogo.com/logos/hubspot-1.svg",
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "add_airtable",
|
||||
"framework": "Langchain",
|
||||
"description": "Add column1, column2 to Airtable",
|
||||
"color": "linear-gradient(rgb(125,71,222), rgb(128,102,23))",
|
||||
"iconSrc": "https://raw.githubusercontent.com/gilbarbara/logos/main/logos/airtable.svg",
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "todays_date_time",
|
||||
"framework": "Langchain",
|
||||
"description": "Useful to get todays day, date and time.",
|
||||
"color": "linear-gradient(rgb(117,118,129), rgb(230,10,250))",
|
||||
"iconSrc": "https://raw.githubusercontent.com/gilbarbara/logos/main/logos/javascript.svg",
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "get_stock_movers",
|
||||
"framework": "Langchain",
|
||||
"description": "Get the stocks that has biggest price/volume moves, e.g. actives, gainers, losers, etc.",
|
||||
"iconSrc": "https://rapidapi.com/cdn/images?url=https://rapidapi-prod-apis.s3.amazonaws.com/9c/e743343bdd41edad39a3fdffd5b974/016c33699f51603ae6fe4420c439124b.png",
|
||||
"color": "linear-gradient(rgb(191,202,167), rgb(143,202,246))",
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "make_webhook",
|
||||
"framework": "Langchain",
|
||||
"description": "Useful when you need to send message to Discord",
|
||||
"color": "linear-gradient(rgb(19,94,2), rgb(19,124,59))",
|
||||
"iconSrc": "https://github.com/FlowiseAI/Flowise/assets/26460777/517fdab2-8a6e-4781-b3c8-fb92cc78aa0b",
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "send_message_to_discord_channel",
|
||||
"framework": "Langchain",
|
||||
"description": "Send message to Discord channel",
|
||||
"color": "linear-gradient(rgb(155,190,84), rgb(176,69,245))",
|
||||
"iconSrc": "https://raw.githubusercontent.com/gilbarbara/logos/main/logos/discord-icon.svg",
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "send_message_to_slack_channel",
|
||||
"framework": "Langchain",
|
||||
"description": "Send message to Slack channel",
|
||||
"color": "linear-gradient(rgb(155,190,84), rgb(176,69,245))",
|
||||
"iconSrc": "https://raw.githubusercontent.com/gilbarbara/logos/main/logos/slack-icon.svg",
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "send_message_to_teams_channel",
|
||||
"framework": "Langchain",
|
||||
"description": "Send message to Teams channel",
|
||||
"color": "linear-gradient(rgb(155,190,84), rgb(176,69,245))",
|
||||
"iconSrc": "https://raw.githubusercontent.com/gilbarbara/logos/main/logos/microsoft-teams.svg",
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
{
|
||||
"name": "sendgrid_email",
|
||||
"framework": "Langchain",
|
||||
"description": "Send email using SendGrid",
|
||||
"color": "linear-gradient(rgb(230,108,70), rgb(222,4,98))",
|
||||
"iconSrc": "https://raw.githubusercontent.com/gilbarbara/logos/main/logos/sendgrid-icon.svg",
|
||||
|
||||
@@ -1,6 +1,6 @@
|
||||
{
|
||||
"name": "flowise",
|
||||
"version": "1.4.3",
|
||||
"version": "1.6.0",
|
||||
"description": "Flowiseai Server",
|
||||
"main": "dist/index",
|
||||
"types": "dist/index.d.ts",
|
||||
@@ -51,7 +51,8 @@
|
||||
"@types/lodash": "^4.14.202",
|
||||
"@types/uuid": "^9.0.7",
|
||||
"async-mutex": "^0.4.0",
|
||||
"axios": "^0.27.2",
|
||||
"axios": "1.6.2",
|
||||
"content-disposition": "0.5.4",
|
||||
"cors": "^2.8.5",
|
||||
"crypto-js": "^4.1.1",
|
||||
"dotenv": "^16.0.0",
|
||||
@@ -67,7 +68,9 @@
|
||||
"mysql": "^2.18.1",
|
||||
"openai": "^4.20.0",
|
||||
"pg": "^8.11.1",
|
||||
"posthog-node": "^3.5.0",
|
||||
"reflect-metadata": "^0.1.13",
|
||||
"sanitize-html": "^2.11.0",
|
||||
"socket.io": "^4.6.1",
|
||||
"sqlite3": "^5.1.6",
|
||||
"typeorm": "^0.3.6",
|
||||
@@ -75,9 +78,11 @@
|
||||
"winston": "^3.9.0"
|
||||
},
|
||||
"devDependencies": {
|
||||
"@types/content-disposition": "0.5.8",
|
||||
"@types/cors": "^2.8.12",
|
||||
"@types/crypto-js": "^4.1.1",
|
||||
"@types/multer": "^1.4.7",
|
||||
"@types/sanitize-html": "^2.9.5",
|
||||
"concurrently": "^7.1.0",
|
||||
"nodemon": "^2.0.22",
|
||||
"oclif": "^3",
|
||||
|
||||
@@ -16,7 +16,7 @@ export class ChatflowPool {
|
||||
* @param {IReactFlowNode[]} startingNodes
|
||||
* @param {ICommonObject} overrideConfig
|
||||
*/
|
||||
add(chatflowid: string, endingNodeData: INodeData, startingNodes: IReactFlowNode[], overrideConfig?: ICommonObject) {
|
||||
add(chatflowid: string, endingNodeData: INodeData | undefined, startingNodes: IReactFlowNode[], overrideConfig?: ICommonObject) {
|
||||
this.activeChatflows[chatflowid] = {
|
||||
startingNodes,
|
||||
endingNodeData,
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
import 'reflect-metadata'
|
||||
import path from 'path'
|
||||
import * as fs from 'fs'
|
||||
import { DataSource } from 'typeorm'
|
||||
import { getUserHome } from './utils'
|
||||
import { entities } from './database/entities'
|
||||
@@ -11,9 +12,13 @@ let appDataSource: DataSource
|
||||
|
||||
export const init = async (): Promise<void> => {
|
||||
let homePath
|
||||
let flowisePath = path.join(getUserHome(), '.flowise')
|
||||
if (!fs.existsSync(flowisePath)) {
|
||||
fs.mkdirSync(flowisePath)
|
||||
}
|
||||
switch (process.env.DATABASE_TYPE) {
|
||||
case 'sqlite':
|
||||
homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise')
|
||||
homePath = process.env.DATABASE_PATH ?? flowisePath
|
||||
appDataSource = new DataSource({
|
||||
type: 'sqlite',
|
||||
database: path.resolve(homePath, 'database.sqlite'),
|
||||
@@ -35,7 +40,8 @@ export const init = async (): Promise<void> => {
|
||||
synchronize: false,
|
||||
migrationsRun: false,
|
||||
entities: Object.values(entities),
|
||||
migrations: mysqlMigrations
|
||||
migrations: mysqlMigrations,
|
||||
ssl: getDatabaseSSLFromEnv()
|
||||
})
|
||||
break
|
||||
case 'postgres':
|
||||
@@ -46,6 +52,7 @@ export const init = async (): Promise<void> => {
|
||||
username: process.env.DATABASE_USER,
|
||||
password: process.env.DATABASE_PASSWORD,
|
||||
database: process.env.DATABASE_NAME,
|
||||
ssl: getDatabaseSSLFromEnv(),
|
||||
synchronize: false,
|
||||
migrationsRun: false,
|
||||
entities: Object.values(entities),
|
||||
@@ -53,7 +60,7 @@ export const init = async (): Promise<void> => {
|
||||
})
|
||||
break
|
||||
default:
|
||||
homePath = process.env.DATABASE_PATH ?? path.join(getUserHome(), '.flowise')
|
||||
homePath = process.env.DATABASE_PATH ?? flowisePath
|
||||
appDataSource = new DataSource({
|
||||
type: 'sqlite',
|
||||
database: path.resolve(homePath, 'database.sqlite'),
|
||||
@@ -72,3 +79,15 @@ export function getDataSource(): DataSource {
|
||||
}
|
||||
return appDataSource
|
||||
}
|
||||
|
||||
const getDatabaseSSLFromEnv = () => {
|
||||
if (process.env.DATABASE_SSL_KEY_BASE64) {
|
||||
return {
|
||||
rejectUnauthorized: false,
|
||||
ca: Buffer.from(process.env.DATABASE_SSL_KEY_BASE64, 'base64')
|
||||
}
|
||||
} else if (process.env.DATABASE_SSL === 'true') {
|
||||
return true
|
||||
}
|
||||
return undefined
|
||||
}
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
import { ICommonObject, INode, INodeData as INodeDataFromComponent, INodeParams } from 'flowise-components'
|
||||
import { ICommonObject, IFileUpload, INode, INodeData as INodeDataFromComponent, INodeParams } from 'flowise-components'
|
||||
|
||||
export type MessageType = 'apiMessage' | 'userMessage'
|
||||
|
||||
@@ -31,6 +31,7 @@ export interface IChatMessage {
|
||||
sourceDocuments?: string
|
||||
usedTools?: string
|
||||
fileAnnotations?: string
|
||||
fileUploads?: string
|
||||
chatType: string
|
||||
chatId: string
|
||||
memoryType?: string
|
||||
@@ -68,6 +69,15 @@ export interface ICredential {
|
||||
createdDate: Date
|
||||
}
|
||||
|
||||
export interface IVariable {
|
||||
id: string
|
||||
name: string
|
||||
value: string
|
||||
type: string
|
||||
updatedDate: Date
|
||||
createdDate: Date
|
||||
}
|
||||
|
||||
export interface IComponentNodes {
|
||||
[key: string]: INode
|
||||
}
|
||||
@@ -167,12 +177,13 @@ export interface IncomingInput {
|
||||
socketIOClientId?: string
|
||||
chatId?: string
|
||||
stopNodeId?: string
|
||||
uploads?: IFileUpload[]
|
||||
}
|
||||
|
||||
export interface IActiveChatflows {
|
||||
[key: string]: {
|
||||
startingNodes: IReactFlowNode[]
|
||||
endingNodeData: INodeData
|
||||
endingNodeData?: INodeData
|
||||
inSync: boolean
|
||||
overrideConfig?: ICommonObject
|
||||
}
|
||||
@@ -203,3 +214,8 @@ export interface ICredentialReqBody {
|
||||
export interface ICredentialReturnResponse extends ICredential {
|
||||
plainDataObj: ICredentialDataDecrypted
|
||||
}
|
||||
|
||||
export interface IUploadFileSizeAndTypes {
|
||||
fileTypes: string[]
|
||||
maxUploadSize: number
|
||||
}
|
||||
|
||||
@@ -4,6 +4,7 @@ import { Dirent } from 'fs'
|
||||
import { getNodeModulesPackagePath } from './utils'
|
||||
import { promises } from 'fs'
|
||||
import { ICommonObject } from 'flowise-components'
|
||||
import logger from './utils/logger'
|
||||
|
||||
export class NodesPool {
|
||||
componentNodes: IComponentNodes = {}
|
||||
@@ -28,36 +29,40 @@ export class NodesPool {
|
||||
return Promise.all(
|
||||
nodeFiles.map(async (file) => {
|
||||
if (file.endsWith('.js')) {
|
||||
const nodeModule = await require(file)
|
||||
try {
|
||||
const nodeModule = await require(file)
|
||||
|
||||
if (nodeModule.nodeClass) {
|
||||
const newNodeInstance = new nodeModule.nodeClass()
|
||||
newNodeInstance.filePath = file
|
||||
if (nodeModule.nodeClass) {
|
||||
const newNodeInstance = new nodeModule.nodeClass()
|
||||
newNodeInstance.filePath = file
|
||||
|
||||
// Replace file icon with absolute path
|
||||
if (
|
||||
newNodeInstance.icon &&
|
||||
(newNodeInstance.icon.endsWith('.svg') ||
|
||||
newNodeInstance.icon.endsWith('.png') ||
|
||||
newNodeInstance.icon.endsWith('.jpg'))
|
||||
) {
|
||||
const filePath = file.replace(/\\/g, '/').split('/')
|
||||
filePath.pop()
|
||||
const nodeIconAbsolutePath = `${filePath.join('/')}/${newNodeInstance.icon}`
|
||||
newNodeInstance.icon = nodeIconAbsolutePath
|
||||
// Replace file icon with absolute path
|
||||
if (
|
||||
newNodeInstance.icon &&
|
||||
(newNodeInstance.icon.endsWith('.svg') ||
|
||||
newNodeInstance.icon.endsWith('.png') ||
|
||||
newNodeInstance.icon.endsWith('.jpg'))
|
||||
) {
|
||||
const filePath = file.replace(/\\/g, '/').split('/')
|
||||
filePath.pop()
|
||||
const nodeIconAbsolutePath = `${filePath.join('/')}/${newNodeInstance.icon}`
|
||||
newNodeInstance.icon = nodeIconAbsolutePath
|
||||
|
||||
// Store icon path for componentCredentials
|
||||
if (newNodeInstance.credential) {
|
||||
for (const credName of newNodeInstance.credential.credentialNames) {
|
||||
this.credentialIconPath[credName] = nodeIconAbsolutePath
|
||||
// Store icon path for componentCredentials
|
||||
if (newNodeInstance.credential) {
|
||||
for (const credName of newNodeInstance.credential.credentialNames) {
|
||||
this.credentialIconPath[credName] = nodeIconAbsolutePath
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
const skipCategories = ['Analytic']
|
||||
if (!skipCategories.includes(newNodeInstance.category)) {
|
||||
this.componentNodes[newNodeInstance.name] = newNodeInstance
|
||||
const skipCategories = ['Analytic', 'SpeechToText']
|
||||
if (!skipCategories.includes(newNodeInstance.category)) {
|
||||
this.componentNodes[newNodeInstance.name] = newNodeInstance
|
||||
}
|
||||
}
|
||||
} catch (err) {
|
||||
logger.error(`❌ [server]: Error during initDatabase with file ${file}:`, err)
|
||||
}
|
||||
}
|
||||
})
|
||||
|
||||
@@ -18,8 +18,12 @@ export default class Start extends Command {
|
||||
static flags = {
|
||||
FLOWISE_USERNAME: Flags.string(),
|
||||
FLOWISE_PASSWORD: Flags.string(),
|
||||
FLOWISE_FILE_SIZE_LIMIT: Flags.string(),
|
||||
PORT: Flags.string(),
|
||||
CORS_ORIGINS: Flags.string(),
|
||||
IFRAME_ORIGINS: Flags.string(),
|
||||
DEBUG: Flags.string(),
|
||||
BLOB_STORAGE_PATH: Flags.string(),
|
||||
APIKEY_PATH: Flags.string(),
|
||||
SECRETKEY_PATH: Flags.string(),
|
||||
FLOWISE_SECRETKEY_OVERWRITE: Flags.string(),
|
||||
@@ -35,10 +39,13 @@ export default class Start extends Command {
|
||||
DATABASE_NAME: Flags.string(),
|
||||
DATABASE_USER: Flags.string(),
|
||||
DATABASE_PASSWORD: Flags.string(),
|
||||
DATABASE_SSL: Flags.string(),
|
||||
DATABASE_SSL_KEY_BASE64: Flags.string(),
|
||||
LANGCHAIN_TRACING_V2: Flags.string(),
|
||||
LANGCHAIN_ENDPOINT: Flags.string(),
|
||||
LANGCHAIN_API_KEY: Flags.string(),
|
||||
LANGCHAIN_PROJECT: Flags.string()
|
||||
LANGCHAIN_PROJECT: Flags.string(),
|
||||
DISABLE_FLOWISE_TELEMETRY: Flags.string()
|
||||
}
|
||||
|
||||
async stopProcess() {
|
||||
@@ -76,6 +83,8 @@ export default class Start extends Command {
|
||||
const { flags } = await this.parse(Start)
|
||||
|
||||
if (flags.PORT) process.env.PORT = flags.PORT
|
||||
if (flags.CORS_ORIGINS) process.env.CORS_ORIGINS = flags.CORS_ORIGINS
|
||||
if (flags.IFRAME_ORIGINS) process.env.IFRAME_ORIGINS = flags.IFRAME_ORIGINS
|
||||
if (flags.DEBUG) process.env.DEBUG = flags.DEBUG
|
||||
if (flags.NUMBER_OF_PROXIES) process.env.NUMBER_OF_PROXIES = flags.NUMBER_OF_PROXIES
|
||||
|
||||
@@ -84,6 +93,12 @@ export default class Start extends Command {
|
||||
if (flags.FLOWISE_PASSWORD) process.env.FLOWISE_PASSWORD = flags.FLOWISE_PASSWORD
|
||||
if (flags.APIKEY_PATH) process.env.APIKEY_PATH = flags.APIKEY_PATH
|
||||
|
||||
// Storage
|
||||
if (flags.BLOB_STORAGE_PATH) process.env.BLOB_STORAGE_PATH = flags.BLOB_STORAGE_PATH
|
||||
|
||||
//API Configuration
|
||||
if (flags.FLOWISE_FILE_SIZE_LIMIT) process.env.FLOWISE_FILE_SIZE_LIMIT = flags.FLOWISE_FILE_SIZE_LIMIT
|
||||
|
||||
// Credentials
|
||||
if (flags.SECRETKEY_PATH) process.env.SECRETKEY_PATH = flags.SECRETKEY_PATH
|
||||
if (flags.FLOWISE_SECRETKEY_OVERWRITE) process.env.FLOWISE_SECRETKEY_OVERWRITE = flags.FLOWISE_SECRETKEY_OVERWRITE
|
||||
@@ -104,6 +119,8 @@ export default class Start extends Command {
|
||||
if (flags.DATABASE_NAME) process.env.DATABASE_NAME = flags.DATABASE_NAME
|
||||
if (flags.DATABASE_USER) process.env.DATABASE_USER = flags.DATABASE_USER
|
||||
if (flags.DATABASE_PASSWORD) process.env.DATABASE_PASSWORD = flags.DATABASE_PASSWORD
|
||||
if (flags.DATABASE_SSL) process.env.DATABASE_SSL = flags.DATABASE_SSL
|
||||
if (flags.DATABASE_SSL_KEY_BASE64) process.env.DATABASE_SSL_KEY_BASE64 = flags.DATABASE_SSL_KEY_BASE64
|
||||
|
||||
// Langsmith tracing
|
||||
if (flags.LANGCHAIN_TRACING_V2) process.env.LANGCHAIN_TRACING_V2 = flags.LANGCHAIN_TRACING_V2
|
||||
@@ -111,6 +128,12 @@ export default class Start extends Command {
|
||||
if (flags.LANGCHAIN_API_KEY) process.env.LANGCHAIN_API_KEY = flags.LANGCHAIN_API_KEY
|
||||
if (flags.LANGCHAIN_PROJECT) process.env.LANGCHAIN_PROJECT = flags.LANGCHAIN_PROJECT
|
||||
|
||||
// Telemetry
|
||||
if (flags.DISABLE_FLOWISE_TELEMETRY) process.env.DISABLE_FLOWISE_TELEMETRY = flags.DISABLE_FLOWISE_TELEMETRY
|
||||
|
||||
// Disable langchain warnings
|
||||
process.env.LANGCHAIN_SUPPRESS_MIGRATION_WARNINGS = 'true'
|
||||
|
||||
await (async () => {
|
||||
try {
|
||||
logger.info('Starting Flowise...')
|
||||
|
||||
@@ -31,6 +31,9 @@ export class ChatFlow implements IChatFlow {
|
||||
@Column({ nullable: true, type: 'text' })
|
||||
analytic?: string
|
||||
|
||||
@Column({ nullable: true, type: 'text' })
|
||||
speechToText?: string
|
||||
|
||||
@CreateDateColumn()
|
||||
createdDate: Date
|
||||
|
||||
|
||||
@@ -26,6 +26,9 @@ export class ChatMessage implements IChatMessage {
|
||||
@Column({ nullable: true, type: 'text' })
|
||||
fileAnnotations?: string
|
||||
|
||||
@Column({ nullable: true, type: 'text' })
|
||||
fileUploads?: string
|
||||
|
||||
@Column()
|
||||
chatType: string
|
||||
|
||||
|
||||
@@ -0,0 +1,24 @@
|
||||
/* eslint-disable */
|
||||
import { Entity, Column, CreateDateColumn, UpdateDateColumn, PrimaryGeneratedColumn } from 'typeorm'
|
||||
import { IVariable } from '../../Interface'
|
||||
|
||||
@Entity()
|
||||
export class Variable implements IVariable {
|
||||
@PrimaryGeneratedColumn('uuid')
|
||||
id: string
|
||||
|
||||
@Column()
|
||||
name: string
|
||||
|
||||
@Column({ nullable: true, type: 'text' })
|
||||
value: string
|
||||
|
||||
@Column({ default: 'string', type: 'text' })
|
||||
type: string
|
||||
|
||||
@CreateDateColumn()
|
||||
createdDate: Date
|
||||
|
||||
@UpdateDateColumn()
|
||||
updatedDate: Date
|
||||
}
|
||||
@@ -3,11 +3,13 @@ import { ChatMessage } from './ChatMessage'
|
||||
import { Credential } from './Credential'
|
||||
import { Tool } from './Tool'
|
||||
import { Assistant } from './Assistant'
|
||||
import { Variable } from './Variable'
|
||||
|
||||
export const entities = {
|
||||
ChatFlow,
|
||||
ChatMessage,
|
||||
Credential,
|
||||
Tool,
|
||||
Assistant
|
||||
Assistant,
|
||||
Variable
|
||||
}
|
||||
|
||||
+12
@@ -0,0 +1,12 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddFileUploadsToChatMessage1701788586491 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
const columnExists = await queryRunner.hasColumn('chat_message', 'fileUploads')
|
||||
if (!columnExists) queryRunner.query(`ALTER TABLE \`chat_message\` ADD COLUMN \`fileUploads\` TEXT;`)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`ALTER TABLE \`chat_message\` DROP COLUMN \`fileUploads\`;`)
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,21 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddVariableEntity1699325775451 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(
|
||||
`CREATE TABLE IF NOT EXISTS \`variable\` (
|
||||
\`id\` varchar(36) NOT NULL,
|
||||
\`name\` varchar(255) NOT NULL,
|
||||
\`value\` text NOT NULL,
|
||||
\`type\` varchar(255) DEFAULT NULL,
|
||||
\`createdDate\` datetime(6) NOT NULL DEFAULT CURRENT_TIMESTAMP(6),
|
||||
\`updatedDate\` datetime(6) NOT NULL DEFAULT CURRENT_TIMESTAMP(6) ON UPDATE CURRENT_TIMESTAMP(6),
|
||||
PRIMARY KEY (\`id\`)
|
||||
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci;`
|
||||
)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`DROP TABLE variable`)
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,12 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddSpeechToText1706364937060 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
const columnExists = await queryRunner.hasColumn('chat_flow', 'speechToText')
|
||||
if (!columnExists) queryRunner.query(`ALTER TABLE \`chat_flow\` ADD COLUMN \`speechToText\` TEXT;`)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`ALTER TABLE \`chat_flow\` DROP COLUMN \`speechToText\`;`)
|
||||
}
|
||||
}
|
||||
@@ -10,6 +10,9 @@ import { AddAssistantEntity1699325775451 } from './1699325775451-AddAssistantEnt
|
||||
import { AddUsedToolsToChatMessage1699481607341 } from './1699481607341-AddUsedToolsToChatMessage'
|
||||
import { AddCategoryToChatFlow1699900910291 } from './1699900910291-AddCategoryToChatFlow'
|
||||
import { AddFileAnnotationsToChatMessage1700271021237 } from './1700271021237-AddFileAnnotationsToChatMessage'
|
||||
import { AddFileUploadsToChatMessage1701788586491 } from './1701788586491-AddFileUploadsToChatMessage'
|
||||
import { AddVariableEntity1699325775451 } from './1702200925471-AddVariableEntity'
|
||||
import { AddSpeechToText1706364937060 } from './1706364937060-AddSpeechToText'
|
||||
|
||||
export const mysqlMigrations = [
|
||||
Init1693840429259,
|
||||
@@ -23,5 +26,8 @@ export const mysqlMigrations = [
|
||||
AddAssistantEntity1699325775451,
|
||||
AddUsedToolsToChatMessage1699481607341,
|
||||
AddCategoryToChatFlow1699900910291,
|
||||
AddFileAnnotationsToChatMessage1700271021237
|
||||
AddFileAnnotationsToChatMessage1700271021237,
|
||||
AddFileUploadsToChatMessage1701788586491,
|
||||
AddVariableEntity1699325775451,
|
||||
AddSpeechToText1706364937060
|
||||
]
|
||||
|
||||
+11
@@ -0,0 +1,11 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddFileUploadsToChatMessage1701788586491 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`ALTER TABLE "chat_message" ADD COLUMN IF NOT EXISTS "fileUploads" TEXT;`)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`ALTER TABLE "chat_message" DROP COLUMN "fileUploads";`)
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,21 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddVariableEntity1699325775451 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(
|
||||
`CREATE TABLE IF NOT EXISTS variable (
|
||||
id uuid NOT NULL DEFAULT uuid_generate_v4(),
|
||||
"name" varchar NOT NULL,
|
||||
"value" text NOT NULL,
|
||||
"type" text NULL,
|
||||
"createdDate" timestamp NOT NULL DEFAULT now(),
|
||||
"updatedDate" timestamp NOT NULL DEFAULT now(),
|
||||
CONSTRAINT "PK_98419043dd704f54-9830ab78f8" PRIMARY KEY (id)
|
||||
);`
|
||||
)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`DROP TABLE variable`)
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,11 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddSpeechToText1706364937060 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`ALTER TABLE "chat_flow" ADD COLUMN IF NOT EXISTS "speechToText" TEXT;`)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`ALTER TABLE "chat_flow" DROP COLUMN "speechToText";`)
|
||||
}
|
||||
}
|
||||
@@ -10,6 +10,9 @@ import { AddAssistantEntity1699325775451 } from './1699325775451-AddAssistantEnt
|
||||
import { AddUsedToolsToChatMessage1699481607341 } from './1699481607341-AddUsedToolsToChatMessage'
|
||||
import { AddCategoryToChatFlow1699900910291 } from './1699900910291-AddCategoryToChatFlow'
|
||||
import { AddFileAnnotationsToChatMessage1700271021237 } from './1700271021237-AddFileAnnotationsToChatMessage'
|
||||
import { AddFileUploadsToChatMessage1701788586491 } from './1701788586491-AddFileUploadsToChatMessage'
|
||||
import { AddVariableEntity1699325775451 } from './1702200925471-AddVariableEntity'
|
||||
import { AddSpeechToText1706364937060 } from './1706364937060-AddSpeechToText'
|
||||
|
||||
export const postgresMigrations = [
|
||||
Init1693891895163,
|
||||
@@ -23,5 +26,8 @@ export const postgresMigrations = [
|
||||
AddAssistantEntity1699325775451,
|
||||
AddUsedToolsToChatMessage1699481607341,
|
||||
AddCategoryToChatFlow1699900910291,
|
||||
AddFileAnnotationsToChatMessage1700271021237
|
||||
AddFileAnnotationsToChatMessage1700271021237,
|
||||
AddFileUploadsToChatMessage1701788586491,
|
||||
AddVariableEntity1699325775451,
|
||||
AddSpeechToText1706364937060
|
||||
]
|
||||
|
||||
+20
@@ -0,0 +1,20 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddFileUploadsToChatMessage1701788586491 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(
|
||||
`CREATE TABLE "temp_chat_message" ("id" varchar PRIMARY KEY NOT NULL, "role" varchar NOT NULL, "chatflowid" varchar NOT NULL, "content" text NOT NULL, "sourceDocuments" text, "usedTools" text, "fileAnnotations" text, "fileUploads" text, "createdDate" datetime NOT NULL DEFAULT (datetime('now')), "chatType" VARCHAR NOT NULL DEFAULT 'INTERNAL', "chatId" VARCHAR NOT NULL, "memoryType" VARCHAR, "sessionId" VARCHAR);`
|
||||
)
|
||||
await queryRunner.query(
|
||||
`INSERT INTO "temp_chat_message" ("id", "role", "chatflowid", "content", "sourceDocuments", "fileAnnotations", "usedTools", "createdDate", "chatType", "chatId", "memoryType", "sessionId") SELECT "id", "role", "chatflowid", "content", "sourceDocuments", "usedTools", "fileAnnotations", "createdDate", "chatType", "chatId", "memoryType", "sessionId" FROM "chat_message";`
|
||||
)
|
||||
await queryRunner.query(`DROP TABLE "chat_message";`)
|
||||
await queryRunner.query(`ALTER TABLE "temp_chat_message" RENAME TO "chat_message";`)
|
||||
await queryRunner.query(`CREATE INDEX "IDX_e574527322272fd838f4f0f3d3" ON "chat_message" ("chatflowid") ;`)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`DROP TABLE IF EXISTS "temp_chat_message";`)
|
||||
await queryRunner.query(`ALTER TABLE "chat_message" DROP COLUMN "fileUploads";`)
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,13 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddVariableEntity1699325775451 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(
|
||||
`CREATE TABLE IF NOT EXISTS "variable" ("id" varchar PRIMARY KEY NOT NULL, "name" text NOT NULL, "value" text NOT NULL, "type" varchar, "createdDate" datetime NOT NULL DEFAULT (datetime('now')), "updatedDate" datetime NOT NULL DEFAULT (datetime('now')));`
|
||||
)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`DROP TABLE variable`)
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,11 @@
|
||||
import { MigrationInterface, QueryRunner } from 'typeorm'
|
||||
|
||||
export class AddSpeechToText1706364937060 implements MigrationInterface {
|
||||
public async up(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`ALTER TABLE "chat_flow" ADD COLUMN "speechToText" TEXT;`)
|
||||
}
|
||||
|
||||
public async down(queryRunner: QueryRunner): Promise<void> {
|
||||
await queryRunner.query(`ALTER TABLE "chat_flow" DROP COLUMN "speechToText";`)
|
||||
}
|
||||
}
|
||||
@@ -10,6 +10,9 @@ import { AddAssistantEntity1699325775451 } from './1699325775451-AddAssistantEnt
|
||||
import { AddUsedToolsToChatMessage1699481607341 } from './1699481607341-AddUsedToolsToChatMessage'
|
||||
import { AddCategoryToChatFlow1699900910291 } from './1699900910291-AddCategoryToChatFlow'
|
||||
import { AddFileAnnotationsToChatMessage1700271021237 } from './1700271021237-AddFileAnnotationsToChatMessage'
|
||||
import { AddFileUploadsToChatMessage1701788586491 } from './1701788586491-AddFileUploadsToChatMessage'
|
||||
import { AddVariableEntity1699325775451 } from './1702200925471-AddVariableEntity'
|
||||
import { AddSpeechToText1706364937060 } from './1706364937060-AddSpeechToText'
|
||||
|
||||
export const sqliteMigrations = [
|
||||
Init1693835579790,
|
||||
@@ -23,5 +26,8 @@ export const sqliteMigrations = [
|
||||
AddAssistantEntity1699325775451,
|
||||
AddUsedToolsToChatMessage1699481607341,
|
||||
AddCategoryToChatFlow1699900910291,
|
||||
AddFileAnnotationsToChatMessage1700271021237
|
||||
AddFileAnnotationsToChatMessage1700271021237,
|
||||
AddFileUploadsToChatMessage1701788586491,
|
||||
AddVariableEntity1699325775451,
|
||||
AddSpeechToText1706364937060
|
||||
]
|
||||
|
||||
+759
-174
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,45 @@
|
||||
import { Request, Response, NextFunction } from 'express'
|
||||
import sanitizeHtml from 'sanitize-html'
|
||||
|
||||
export function sanitizeMiddleware(req: Request, res: Response, next: NextFunction): void {
|
||||
// decoding is necessary as the url is encoded by the browser
|
||||
const decodedURI = decodeURI(req.url)
|
||||
req.url = sanitizeHtml(decodedURI)
|
||||
for (let p in req.query) {
|
||||
if (Array.isArray(req.query[p])) {
|
||||
const sanitizedQ = []
|
||||
for (const q of req.query[p] as string[]) {
|
||||
sanitizedQ.push(sanitizeHtml(q))
|
||||
}
|
||||
req.query[p] = sanitizedQ
|
||||
} else {
|
||||
req.query[p] = sanitizeHtml(req.query[p] as string)
|
||||
}
|
||||
}
|
||||
next()
|
||||
}
|
||||
|
||||
export function getAllowedCorsOrigins(): string {
|
||||
// Expects FQDN separated by commas, otherwise nothing or * for all.
|
||||
return process.env.CORS_ORIGINS ?? '*'
|
||||
}
|
||||
|
||||
export function getCorsOptions(): any {
|
||||
const corsOptions = {
|
||||
origin: function (origin: string | undefined, callback: (err: Error | null, allow?: boolean) => void) {
|
||||
const allowedOrigins = getAllowedCorsOrigins()
|
||||
if (!origin || allowedOrigins == '*' || allowedOrigins.indexOf(origin) !== -1) {
|
||||
callback(null, true)
|
||||
} else {
|
||||
callback(null, false)
|
||||
}
|
||||
}
|
||||
}
|
||||
return corsOptions
|
||||
}
|
||||
|
||||
export function getAllowedIframeOrigins(): string {
|
||||
// Expects FQDN separated by commas, otherwise nothing or * for all.
|
||||
// Also CSP allowed values: self or none
|
||||
return process.env.IFRAME_ORIGINS ?? '*'
|
||||
}
|
||||
@@ -0,0 +1,36 @@
|
||||
export function parsePrompt(prompt: string): any[] {
|
||||
const promptObj = JSON.parse(prompt)
|
||||
let response = []
|
||||
if (promptObj.kwargs.messages) {
|
||||
promptObj.kwargs.messages.forEach((message: any) => {
|
||||
let messageType = message.id.includes('SystemMessagePromptTemplate')
|
||||
? 'systemMessagePrompt'
|
||||
: message.id.includes('HumanMessagePromptTemplate')
|
||||
? 'humanMessagePrompt'
|
||||
: message.id.includes('AIMessagePromptTemplate')
|
||||
? 'aiMessagePrompt'
|
||||
: 'template'
|
||||
let messageTypeDisplay = message.id.includes('SystemMessagePromptTemplate')
|
||||
? 'System Message'
|
||||
: message.id.includes('HumanMessagePromptTemplate')
|
||||
? 'Human Message'
|
||||
: message.id.includes('AIMessagePromptTemplate')
|
||||
? 'AI Message'
|
||||
: 'Message'
|
||||
let template = message.kwargs.prompt.kwargs.template
|
||||
response.push({
|
||||
type: messageType,
|
||||
typeDisplay: messageTypeDisplay,
|
||||
template: template
|
||||
})
|
||||
})
|
||||
} else if (promptObj.kwargs.template) {
|
||||
let template = promptObj.kwargs.template
|
||||
response.push({
|
||||
type: 'template',
|
||||
typeDisplay: 'Prompt',
|
||||
template: template
|
||||
})
|
||||
}
|
||||
return response
|
||||
}
|
||||
+414
-116
@@ -23,9 +23,12 @@ import {
|
||||
convertChatHistoryToText,
|
||||
getInputVariables,
|
||||
handleEscapeCharacters,
|
||||
getEncryptionKeyPath,
|
||||
ICommonObject,
|
||||
IDatabaseEntity,
|
||||
IMessage
|
||||
IMessage,
|
||||
FlowiseMemory,
|
||||
IFileUpload
|
||||
} from 'flowise-components'
|
||||
import { randomBytes } from 'crypto'
|
||||
import { AES, enc } from 'crypto-js'
|
||||
@@ -37,6 +40,7 @@ import { Tool } from '../database/entities/Tool'
|
||||
import { Assistant } from '../database/entities/Assistant'
|
||||
import { DataSource } from 'typeorm'
|
||||
import { CachePool } from '../CachePool'
|
||||
import { Variable } from '../database/entities/Variable'
|
||||
|
||||
const QUESTION_VAR_PREFIX = 'question'
|
||||
const CHAT_HISTORY_VAR_PREFIX = 'chat_history'
|
||||
@@ -47,7 +51,8 @@ export const databaseEntities: IDatabaseEntity = {
|
||||
ChatMessage: ChatMessage,
|
||||
Tool: Tool,
|
||||
Credential: Credential,
|
||||
Assistant: Assistant
|
||||
Assistant: Assistant,
|
||||
Variable: Variable
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -95,9 +100,13 @@ export const getNodeModulesPackagePath = (packageName: string): string => {
|
||||
* Construct graph and node dependencies score
|
||||
* @param {IReactFlowNode[]} reactFlowNodes
|
||||
* @param {IReactFlowEdge[]} reactFlowEdges
|
||||
* @param {boolean} isNondirected
|
||||
* @param {{ isNonDirected?: boolean, isReversed?: boolean }} options
|
||||
*/
|
||||
export const constructGraphs = (reactFlowNodes: IReactFlowNode[], reactFlowEdges: IReactFlowEdge[], isNondirected = false) => {
|
||||
export const constructGraphs = (
|
||||
reactFlowNodes: IReactFlowNode[],
|
||||
reactFlowEdges: IReactFlowEdge[],
|
||||
options?: { isNonDirected?: boolean; isReversed?: boolean }
|
||||
) => {
|
||||
const nodeDependencies = {} as INodeDependencies
|
||||
const graph = {} as INodeDirectedGraph
|
||||
|
||||
@@ -107,6 +116,23 @@ export const constructGraphs = (reactFlowNodes: IReactFlowNode[], reactFlowEdges
|
||||
graph[nodeId] = []
|
||||
}
|
||||
|
||||
if (options && options.isReversed) {
|
||||
for (let i = 0; i < reactFlowEdges.length; i += 1) {
|
||||
const source = reactFlowEdges[i].source
|
||||
const target = reactFlowEdges[i].target
|
||||
|
||||
if (Object.prototype.hasOwnProperty.call(graph, target)) {
|
||||
graph[target].push(source)
|
||||
} else {
|
||||
graph[target] = [source]
|
||||
}
|
||||
|
||||
nodeDependencies[target] += 1
|
||||
}
|
||||
|
||||
return { graph, nodeDependencies }
|
||||
}
|
||||
|
||||
for (let i = 0; i < reactFlowEdges.length; i += 1) {
|
||||
const source = reactFlowEdges[i].source
|
||||
const target = reactFlowEdges[i].target
|
||||
@@ -117,7 +143,7 @@ export const constructGraphs = (reactFlowNodes: IReactFlowNode[], reactFlowEdges
|
||||
graph[source] = [target]
|
||||
}
|
||||
|
||||
if (isNondirected) {
|
||||
if (options && options.isNonDirected) {
|
||||
if (Object.prototype.hasOwnProperty.call(graph, target)) {
|
||||
graph[target].push(source)
|
||||
} else {
|
||||
@@ -179,21 +205,49 @@ export const getStartingNodes = (graph: INodeDirectedGraph, endNodeId: string) =
|
||||
return { startingNodeIds, depthQueue: depthQueueReversed }
|
||||
}
|
||||
|
||||
/**
|
||||
* Get all connected nodes from startnode
|
||||
* @param {INodeDependencies} graph
|
||||
* @param {string} startNodeId
|
||||
*/
|
||||
export const getAllConnectedNodes = (graph: INodeDirectedGraph, startNodeId: string) => {
|
||||
const visited = new Set<string>()
|
||||
const queue: Array<[string]> = [[startNodeId]]
|
||||
|
||||
while (queue.length > 0) {
|
||||
const [currentNode] = queue.shift()!
|
||||
|
||||
if (visited.has(currentNode)) {
|
||||
continue
|
||||
}
|
||||
|
||||
visited.add(currentNode)
|
||||
|
||||
for (const neighbor of graph[currentNode]) {
|
||||
if (!visited.has(neighbor)) {
|
||||
queue.push([neighbor])
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
return [...visited]
|
||||
}
|
||||
|
||||
/**
|
||||
* Get ending node and check if flow is valid
|
||||
* @param {INodeDependencies} nodeDependencies
|
||||
* @param {INodeDirectedGraph} graph
|
||||
*/
|
||||
export const getEndingNode = (nodeDependencies: INodeDependencies, graph: INodeDirectedGraph) => {
|
||||
let endingNodeId = ''
|
||||
export const getEndingNodes = (nodeDependencies: INodeDependencies, graph: INodeDirectedGraph) => {
|
||||
const endingNodeIds: string[] = []
|
||||
Object.keys(graph).forEach((nodeId) => {
|
||||
if (Object.keys(nodeDependencies).length === 1) {
|
||||
endingNodeId = nodeId
|
||||
endingNodeIds.push(nodeId)
|
||||
} else if (!graph[nodeId].length && nodeDependencies[nodeId] > 0) {
|
||||
endingNodeId = nodeId
|
||||
endingNodeIds.push(nodeId)
|
||||
}
|
||||
})
|
||||
return endingNodeId
|
||||
return endingNodeIds
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -210,27 +264,32 @@ export const getEndingNode = (nodeDependencies: INodeDependencies, graph: INodeD
|
||||
* @param {ICommonObject} overrideConfig
|
||||
* @param {CachePool} cachePool
|
||||
*/
|
||||
export const buildLangchain = async (
|
||||
export const buildFlow = async (
|
||||
startingNodeIds: string[],
|
||||
reactFlowNodes: IReactFlowNode[],
|
||||
reactFlowEdges: IReactFlowEdge[],
|
||||
graph: INodeDirectedGraph,
|
||||
depthQueue: IDepthQueue,
|
||||
componentNodes: IComponentNodes,
|
||||
question: string,
|
||||
chatHistory: IMessage[] | string,
|
||||
chatHistory: IMessage[],
|
||||
chatId: string,
|
||||
sessionId: string,
|
||||
chatflowid: string,
|
||||
appDataSource: DataSource,
|
||||
overrideConfig?: ICommonObject,
|
||||
cachePool?: CachePool,
|
||||
isUpsert?: boolean,
|
||||
stopNodeId?: string
|
||||
stopNodeId?: string,
|
||||
uploads?: IFileUpload[]
|
||||
) => {
|
||||
const flowNodes = cloneDeep(reactFlowNodes)
|
||||
|
||||
// Create a Queue and add our initial node in it
|
||||
const nodeQueue = [] as INodeQueue[]
|
||||
const exploredNode = {} as IExploredNode
|
||||
const dynamicVariables = {} as Record<string, unknown>
|
||||
let ignoreNodeIds: string[] = []
|
||||
|
||||
// In the case of infinite loop, only max 3 loops will be executed
|
||||
const maxLoop = 3
|
||||
@@ -256,31 +315,74 @@ export const buildLangchain = async (
|
||||
if (overrideConfig) flowNodeData = replaceInputsWithConfig(flowNodeData, overrideConfig)
|
||||
const reactFlowNodeData: INodeData = resolveVariables(flowNodeData, flowNodes, question, chatHistory)
|
||||
|
||||
if (
|
||||
isUpsert &&
|
||||
((stopNodeId && reactFlowNodeData.id === stopNodeId) || (!stopNodeId && reactFlowNodeData.category === 'Vector Stores'))
|
||||
) {
|
||||
// TODO: Avoid processing Text Splitter + Doc Loader once Upsert & Load Existing Vector Nodes are deprecated
|
||||
if (isUpsert && stopNodeId && nodeId === stopNodeId) {
|
||||
logger.debug(`[server]: Upserting ${reactFlowNode.data.label} (${reactFlowNode.data.id})`)
|
||||
await newNodeInstance.vectorStoreMethods!['upsert']!.call(newNodeInstance, reactFlowNodeData, {
|
||||
chatId,
|
||||
sessionId,
|
||||
chatflowid,
|
||||
chatHistory,
|
||||
logger,
|
||||
appDataSource,
|
||||
databaseEntities,
|
||||
logger,
|
||||
cachePool
|
||||
cachePool,
|
||||
dynamicVariables,
|
||||
uploads
|
||||
})
|
||||
logger.debug(`[server]: Finished upserting ${reactFlowNode.data.label} (${reactFlowNode.data.id})`)
|
||||
break
|
||||
} else {
|
||||
logger.debug(`[server]: Initializing ${reactFlowNode.data.label} (${reactFlowNode.data.id})`)
|
||||
flowNodes[nodeIndex].data.instance = await newNodeInstance.init(reactFlowNodeData, question, {
|
||||
let outputResult = await newNodeInstance.init(reactFlowNodeData, question, {
|
||||
chatId,
|
||||
sessionId,
|
||||
chatflowid,
|
||||
chatHistory,
|
||||
logger,
|
||||
appDataSource,
|
||||
databaseEntities,
|
||||
logger,
|
||||
cachePool
|
||||
cachePool,
|
||||
dynamicVariables,
|
||||
uploads
|
||||
})
|
||||
|
||||
// Save dynamic variables
|
||||
if (reactFlowNode.data.name === 'setVariable') {
|
||||
const dynamicVars = outputResult?.dynamicVariables ?? {}
|
||||
|
||||
for (const variableKey in dynamicVars) {
|
||||
dynamicVariables[variableKey] = dynamicVars[variableKey]
|
||||
}
|
||||
|
||||
outputResult = outputResult?.output
|
||||
}
|
||||
|
||||
// Determine which nodes to route next when it comes to ifElse
|
||||
if (reactFlowNode.data.name === 'ifElseFunction' && typeof outputResult === 'object') {
|
||||
let sourceHandle = ''
|
||||
if (outputResult.type === true) {
|
||||
sourceHandle = `${nodeId}-output-returnFalse-string|number|boolean|json|array`
|
||||
} else if (outputResult.type === false) {
|
||||
sourceHandle = `${nodeId}-output-returnTrue-string|number|boolean|json|array`
|
||||
}
|
||||
|
||||
const ifElseEdge = reactFlowEdges.find((edg) => edg.source === nodeId && edg.sourceHandle === sourceHandle)
|
||||
if (ifElseEdge) {
|
||||
const { graph } = constructGraphs(
|
||||
reactFlowNodes,
|
||||
reactFlowEdges.filter((edg) => !(edg.source === nodeId && edg.sourceHandle === sourceHandle)),
|
||||
{ isNonDirected: true }
|
||||
)
|
||||
ignoreNodeIds.push(ifElseEdge.target, ...getAllConnectedNodes(graph, ifElseEdge.target))
|
||||
ignoreNodeIds = [...new Set(ignoreNodeIds)]
|
||||
}
|
||||
|
||||
outputResult = outputResult?.output
|
||||
}
|
||||
|
||||
flowNodes[nodeIndex].data.instance = outputResult
|
||||
|
||||
logger.debug(`[server]: Finished initializing ${reactFlowNode.data.label} (${reactFlowNode.data.id})`)
|
||||
}
|
||||
} catch (e: any) {
|
||||
@@ -288,7 +390,7 @@ export const buildLangchain = async (
|
||||
throw new Error(e)
|
||||
}
|
||||
|
||||
const neighbourNodeIds = graph[nodeId]
|
||||
let neighbourNodeIds = graph[nodeId]
|
||||
const nextDepth = depth + 1
|
||||
|
||||
// Find other nodes that are on the same depth level
|
||||
@@ -299,9 +401,11 @@ export const buildLangchain = async (
|
||||
neighbourNodeIds.push(id)
|
||||
}
|
||||
|
||||
neighbourNodeIds = neighbourNodeIds.filter((neigh) => !ignoreNodeIds.includes(neigh))
|
||||
|
||||
for (let i = 0; i < neighbourNodeIds.length; i += 1) {
|
||||
const neighNodeId = neighbourNodeIds[i]
|
||||
|
||||
if (ignoreNodeIds.includes(neighNodeId)) continue
|
||||
// If nodeId has been seen, cycle detected
|
||||
if (Object.prototype.hasOwnProperty.call(exploredNode, neighNodeId)) {
|
||||
const { remainingLoop, lastSeenDepth } = exploredNode[neighNodeId]
|
||||
@@ -319,71 +423,63 @@ export const buildLangchain = async (
|
||||
nodeQueue.push({ nodeId: neighNodeId, depth: nextDepth })
|
||||
}
|
||||
}
|
||||
|
||||
// Move end node to last
|
||||
if (!neighbourNodeIds.length) {
|
||||
const index = flowNodes.findIndex((nd) => nd.data.id === nodeId)
|
||||
flowNodes.push(flowNodes.splice(index, 1)[0])
|
||||
}
|
||||
}
|
||||
return flowNodes
|
||||
}
|
||||
|
||||
/**
|
||||
* Clear all session memories on the canvas
|
||||
* @param {IReactFlowNode[]} reactFlowNodes
|
||||
* @param {IComponentNodes} componentNodes
|
||||
* @param {string} chatId
|
||||
* @param {DataSource} appDataSource
|
||||
* @param {string} sessionId
|
||||
*/
|
||||
export const clearAllSessionMemory = async (
|
||||
reactFlowNodes: IReactFlowNode[],
|
||||
componentNodes: IComponentNodes,
|
||||
chatId: string,
|
||||
appDataSource: DataSource,
|
||||
sessionId?: string
|
||||
) => {
|
||||
for (const node of reactFlowNodes) {
|
||||
if (node.data.category !== 'Memory' && node.data.type !== 'OpenAIAssistant') continue
|
||||
const nodeInstanceFilePath = componentNodes[node.data.name].filePath as string
|
||||
const nodeModule = await import(nodeInstanceFilePath)
|
||||
const newNodeInstance = new nodeModule.nodeClass()
|
||||
|
||||
if (sessionId && node.data.inputs) {
|
||||
node.data.inputs.sessionId = sessionId
|
||||
}
|
||||
|
||||
if (newNodeInstance.memoryMethods && newNodeInstance.memoryMethods.clearSessionMemory) {
|
||||
await newNodeInstance.memoryMethods.clearSessionMemory(node.data, { chatId, appDataSource, databaseEntities, logger })
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Clear specific session memory from View Message Dialog UI
|
||||
* Clear session memories
|
||||
* @param {IReactFlowNode[]} reactFlowNodes
|
||||
* @param {IComponentNodes} componentNodes
|
||||
* @param {string} chatId
|
||||
* @param {DataSource} appDataSource
|
||||
* @param {string} sessionId
|
||||
* @param {string} memoryType
|
||||
* @param {string} isClearFromViewMessageDialog
|
||||
*/
|
||||
export const clearSessionMemoryFromViewMessageDialog = async (
|
||||
export const clearSessionMemory = async (
|
||||
reactFlowNodes: IReactFlowNode[],
|
||||
componentNodes: IComponentNodes,
|
||||
chatId: string,
|
||||
appDataSource: DataSource,
|
||||
sessionId?: string,
|
||||
memoryType?: string
|
||||
memoryType?: string,
|
||||
isClearFromViewMessageDialog?: string
|
||||
) => {
|
||||
if (!sessionId) return
|
||||
for (const node of reactFlowNodes) {
|
||||
if (node.data.category !== 'Memory' && node.data.type !== 'OpenAIAssistant') continue
|
||||
if (memoryType && node.data.label !== memoryType) continue
|
||||
|
||||
// Only clear specific session memory from View Message Dialog UI
|
||||
if (isClearFromViewMessageDialog && memoryType && node.data.label !== memoryType) continue
|
||||
|
||||
const nodeInstanceFilePath = componentNodes[node.data.name].filePath as string
|
||||
const nodeModule = await import(nodeInstanceFilePath)
|
||||
const newNodeInstance = new nodeModule.nodeClass()
|
||||
const options: ICommonObject = { chatId, appDataSource, databaseEntities, logger }
|
||||
|
||||
if (sessionId && node.data.inputs) node.data.inputs.sessionId = sessionId
|
||||
|
||||
if (newNodeInstance.memoryMethods && newNodeInstance.memoryMethods.clearSessionMemory) {
|
||||
await newNodeInstance.memoryMethods.clearSessionMemory(node.data, { chatId, appDataSource, databaseEntities, logger })
|
||||
return
|
||||
// SessionId always take priority first because it is the sessionId used for 3rd party memory node
|
||||
if (sessionId && node.data.inputs) {
|
||||
if (node.data.type === 'OpenAIAssistant') {
|
||||
await newNodeInstance.clearChatMessages(node.data, options, { type: 'threadId', id: sessionId })
|
||||
} else {
|
||||
node.data.inputs.sessionId = sessionId
|
||||
const initializedInstance: FlowiseMemory = await newNodeInstance.init(node.data, '', options)
|
||||
await initializedInstance.clearChatMessages(sessionId)
|
||||
}
|
||||
} else if (chatId && node.data.inputs) {
|
||||
if (node.data.type === 'OpenAIAssistant') {
|
||||
await newNodeInstance.clearChatMessages(node.data, options, { type: 'chatId', id: chatId })
|
||||
} else {
|
||||
node.data.inputs.sessionId = chatId
|
||||
const initializedInstance: FlowiseMemory = await newNodeInstance.init(node.data, '', options)
|
||||
await initializedInstance.clearChatMessages(chatId)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -400,7 +496,7 @@ export const getVariableValue = (
|
||||
paramValue: string,
|
||||
reactFlowNodes: IReactFlowNode[],
|
||||
question: string,
|
||||
chatHistory: IMessage[] | string,
|
||||
chatHistory: IMessage[],
|
||||
isAcceptVariable = false
|
||||
) => {
|
||||
let returnVal = paramValue
|
||||
@@ -433,17 +529,48 @@ export const getVariableValue = (
|
||||
}
|
||||
|
||||
if (isAcceptVariable && variableFullPath === CHAT_HISTORY_VAR_PREFIX) {
|
||||
variableDict[`{{${variableFullPath}}}`] = handleEscapeCharacters(
|
||||
typeof chatHistory === 'string' ? chatHistory : convertChatHistoryToText(chatHistory),
|
||||
false
|
||||
)
|
||||
variableDict[`{{${variableFullPath}}}`] = handleEscapeCharacters(convertChatHistoryToText(chatHistory), false)
|
||||
}
|
||||
|
||||
// Split by first occurrence of '.' to get just nodeId
|
||||
const [variableNodeId, _] = variableFullPath.split('.')
|
||||
// Resolve values with following case.
|
||||
// 1: <variableNodeId>.data.instance
|
||||
// 2: <variableNodeId>.data.instance.pathtokey
|
||||
const variableFullPathParts = variableFullPath.split('.')
|
||||
const variableNodeId = variableFullPathParts[0]
|
||||
const executedNode = reactFlowNodes.find((nd) => nd.id === variableNodeId)
|
||||
if (executedNode) {
|
||||
const variableValue = get(executedNode.data, 'instance')
|
||||
let variableValue = get(executedNode.data, 'instance')
|
||||
|
||||
// Handle path such as `<variableNodeId>.data.instance.key`
|
||||
if (variableFullPathParts.length > 3) {
|
||||
let variableObj = null
|
||||
switch (typeof variableValue) {
|
||||
case 'string': {
|
||||
const unEscapedVariableValue = handleEscapeCharacters(variableValue, true)
|
||||
if (unEscapedVariableValue.startsWith('{') && unEscapedVariableValue.endsWith('}')) {
|
||||
try {
|
||||
variableObj = JSON.parse(unEscapedVariableValue)
|
||||
} catch (e) {
|
||||
// ignore
|
||||
}
|
||||
}
|
||||
break
|
||||
}
|
||||
case 'object': {
|
||||
variableObj = variableValue
|
||||
break
|
||||
}
|
||||
default:
|
||||
break
|
||||
}
|
||||
if (variableObj) {
|
||||
variableObj = get(variableObj, variableFullPathParts.slice(3))
|
||||
variableValue = handleEscapeCharacters(
|
||||
typeof variableObj === 'object' ? JSON.stringify(variableObj) : variableObj,
|
||||
false
|
||||
)
|
||||
}
|
||||
}
|
||||
if (isAcceptVariable) {
|
||||
variableDict[`{{${variableFullPath}}}`] = variableValue
|
||||
} else {
|
||||
@@ -461,7 +588,11 @@ export const getVariableValue = (
|
||||
variablePaths.forEach((path) => {
|
||||
const variableValue = variableDict[path]
|
||||
// Replace all occurrence
|
||||
returnVal = returnVal.split(path).join(variableValue)
|
||||
if (typeof variableValue === 'object') {
|
||||
returnVal = returnVal.split(path).join(JSON.stringify(variableValue).replace(/"/g, '\\"'))
|
||||
} else {
|
||||
returnVal = returnVal.split(path).join(variableValue)
|
||||
}
|
||||
})
|
||||
return returnVal
|
||||
}
|
||||
@@ -479,7 +610,7 @@ export const resolveVariables = (
|
||||
reactFlowNodeData: INodeData,
|
||||
reactFlowNodes: IReactFlowNode[],
|
||||
question: string,
|
||||
chatHistory: IMessage[] | string
|
||||
chatHistory: IMessage[]
|
||||
): INodeData => {
|
||||
let flowNodeData = cloneDeep(reactFlowNodeData)
|
||||
const types = 'inputs'
|
||||
@@ -503,7 +634,6 @@ export const resolveVariables = (
|
||||
}
|
||||
|
||||
const paramsObj = flowNodeData[types] ?? {}
|
||||
|
||||
getParamValues(paramsObj)
|
||||
|
||||
return flowNodeData
|
||||
@@ -518,28 +648,61 @@ export const resolveVariables = (
|
||||
export const replaceInputsWithConfig = (flowNodeData: INodeData, overrideConfig: ICommonObject) => {
|
||||
const types = 'inputs'
|
||||
|
||||
const getParamValues = (paramsObj: ICommonObject) => {
|
||||
const getParamValues = (inputsObj: ICommonObject) => {
|
||||
for (const config in overrideConfig) {
|
||||
// If overrideConfig[key] is object
|
||||
if (overrideConfig[config] && typeof overrideConfig[config] === 'object') {
|
||||
const nodeIds = Object.keys(overrideConfig[config])
|
||||
if (nodeIds.includes(flowNodeData.id)) {
|
||||
paramsObj[config] = overrideConfig[config][flowNodeData.id]
|
||||
inputsObj[config] = overrideConfig[config][flowNodeData.id]
|
||||
continue
|
||||
} else if (nodeIds.some((nodeId) => nodeId.includes(flowNodeData.name))) {
|
||||
/*
|
||||
* "systemMessagePrompt": {
|
||||
* "chatPromptTemplate_0": "You are an assistant" <---- continue for loop if current node is chatPromptTemplate_1
|
||||
* }
|
||||
*/
|
||||
continue
|
||||
}
|
||||
}
|
||||
|
||||
let paramValue = overrideConfig[config] ?? paramsObj[config]
|
||||
let paramValue = inputsObj[config]
|
||||
const overrideConfigValue = overrideConfig[config]
|
||||
if (overrideConfigValue) {
|
||||
if (typeof overrideConfigValue === 'object') {
|
||||
switch (typeof paramValue) {
|
||||
case 'string':
|
||||
if (paramValue.startsWith('{') && paramValue.endsWith('}')) {
|
||||
try {
|
||||
paramValue = Object.assign({}, JSON.parse(paramValue), overrideConfigValue)
|
||||
break
|
||||
} catch (e) {
|
||||
// ignore
|
||||
}
|
||||
}
|
||||
paramValue = overrideConfigValue
|
||||
break
|
||||
case 'object':
|
||||
paramValue = Object.assign({}, paramValue, overrideConfigValue)
|
||||
break
|
||||
default:
|
||||
paramValue = overrideConfigValue
|
||||
break
|
||||
}
|
||||
} else {
|
||||
paramValue = overrideConfigValue
|
||||
}
|
||||
}
|
||||
// Check if boolean
|
||||
if (paramValue === 'true') paramValue = true
|
||||
else if (paramValue === 'false') paramValue = false
|
||||
paramsObj[config] = paramValue
|
||||
inputsObj[config] = paramValue
|
||||
}
|
||||
}
|
||||
|
||||
const paramsObj = flowNodeData[types] ?? {}
|
||||
const inputsObj = flowNodeData[types] ?? {}
|
||||
|
||||
getParamValues(paramsObj)
|
||||
getParamValues(inputsObj)
|
||||
|
||||
return flowNodeData
|
||||
}
|
||||
@@ -711,13 +874,24 @@ export const findAvailableConfigs = (reactFlowNodes: IReactFlowNode[], component
|
||||
|
||||
/**
|
||||
* Check to see if flow valid for stream
|
||||
* TODO: perform check from component level. i.e: set streaming on component, and check here
|
||||
* @param {IReactFlowNode[]} reactFlowNodes
|
||||
* @param {INodeData} endingNodeData
|
||||
* @returns {boolean}
|
||||
*/
|
||||
export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNodeData: INodeData) => {
|
||||
const streamAvailableLLMs = {
|
||||
'Chat Models': ['azureChatOpenAI', 'chatOpenAI', 'chatAnthropic', 'chatOllama', 'awsChatBedrock'],
|
||||
'Chat Models': [
|
||||
'azureChatOpenAI',
|
||||
'chatOpenAI',
|
||||
'chatOpenAI_LlamaIndex',
|
||||
'chatAnthropic',
|
||||
'chatAnthropic_LlamaIndex',
|
||||
'chatOllama',
|
||||
'awsChatBedrock',
|
||||
'chatMistralAI',
|
||||
'groqChat'
|
||||
],
|
||||
LLMs: ['azureOpenAI', 'openAI', 'ollama']
|
||||
}
|
||||
|
||||
@@ -740,6 +914,9 @@ export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNod
|
||||
// Agent that are available to stream
|
||||
const whitelistAgents = ['openAIFunctionAgent', 'csvAgent', 'airtableAgent', 'conversationalRetrievalAgent']
|
||||
isValidChainOrAgent = whitelistAgents.includes(endingNodeData.name)
|
||||
} else if (endingNodeData.category === 'Engine') {
|
||||
const whitelistEngine = ['contextChatEngine', 'simpleChatEngine', 'queryEngine', 'subQuestionQueryEngine']
|
||||
isValidChainOrAgent = whitelistEngine.includes(endingNodeData.name)
|
||||
}
|
||||
|
||||
// If no output parser, flow is available to stream
|
||||
@@ -754,16 +931,6 @@ export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNod
|
||||
return isChatOrLLMsExist && isValidChainOrAgent && !isOutputParserExist
|
||||
}
|
||||
|
||||
/**
|
||||
* Returns the path of encryption key
|
||||
* @returns {string}
|
||||
*/
|
||||
export const getEncryptionKeyPath = (): string => {
|
||||
return process.env.SECRETKEY_PATH
|
||||
? path.join(process.env.SECRETKEY_PATH, 'encryption.key')
|
||||
: path.join(__dirname, '..', '..', 'encryption.key')
|
||||
}
|
||||
|
||||
/**
|
||||
* Generate an encryption key
|
||||
* @returns {string}
|
||||
@@ -784,7 +951,10 @@ export const getEncryptionKey = async (): Promise<string> => {
|
||||
return await fs.promises.readFile(getEncryptionKeyPath(), 'utf8')
|
||||
} catch (error) {
|
||||
const encryptKey = generateEncryptKey()
|
||||
await fs.promises.writeFile(getEncryptionKeyPath(), encryptKey)
|
||||
const defaultLocation = process.env.SECRETKEY_PATH
|
||||
? path.join(process.env.SECRETKEY_PATH, 'encryption.key')
|
||||
: path.join(getUserHome(), '.flowise', 'encryption.key')
|
||||
await fs.promises.writeFile(defaultLocation, encryptKey)
|
||||
return encryptKey
|
||||
}
|
||||
}
|
||||
@@ -872,21 +1042,43 @@ export const redactCredentialWithPasswordType = (
|
||||
}
|
||||
|
||||
/**
|
||||
* Replace sessionId with new chatId
|
||||
* Ex: after clear chat history, use the new chatId as sessionId
|
||||
* Get sessionId
|
||||
* Hierarchy of sessionId (top down)
|
||||
* API/Embed:
|
||||
* (1) Provided in API body - incomingInput.overrideConfig: { sessionId: 'abc' }
|
||||
* (2) Provided in API body - incomingInput.chatId
|
||||
*
|
||||
* API/Embed + UI:
|
||||
* (3) Hard-coded sessionId in UI
|
||||
* (4) Not specified on UI nor API, default to chatId
|
||||
* @param {any} instance
|
||||
* @param {IncomingInput} incomingInput
|
||||
* @param {string} chatId
|
||||
*/
|
||||
export const checkMemorySessionId = (instance: any, chatId: string): string | undefined => {
|
||||
if (instance.memory && instance.memory.isSessionIdUsingChatMessageId && chatId) {
|
||||
instance.memory.sessionId = chatId
|
||||
instance.memory.chatHistory.sessionId = chatId
|
||||
export const getMemorySessionId = (
|
||||
memoryNode: IReactFlowNode,
|
||||
incomingInput: IncomingInput,
|
||||
chatId: string,
|
||||
isInternal: boolean
|
||||
): string | undefined => {
|
||||
if (!isInternal) {
|
||||
// Provided in API body - incomingInput.overrideConfig: { sessionId: 'abc' }
|
||||
if (incomingInput.overrideConfig?.sessionId) {
|
||||
return incomingInput.overrideConfig?.sessionId
|
||||
}
|
||||
// Provided in API body - incomingInput.chatId
|
||||
if (incomingInput.chatId) {
|
||||
return incomingInput.chatId
|
||||
}
|
||||
}
|
||||
|
||||
if (instance.memory && instance.memory.sessionId) return instance.memory.sessionId
|
||||
else if (instance.memory && instance.memory.chatHistory && instance.memory.chatHistory.sessionId)
|
||||
return instance.memory.chatHistory.sessionId
|
||||
return undefined
|
||||
// Hard-coded sessionId in UI
|
||||
if (memoryNode.data.inputs?.sessionId) {
|
||||
return memoryNode.data.inputs.sessionId
|
||||
}
|
||||
|
||||
// Default chatId
|
||||
return chatId
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -898,31 +1090,52 @@ export const checkMemorySessionId = (instance: any, chatId: string): string | un
|
||||
* @param {any} logger
|
||||
* @returns {string}
|
||||
*/
|
||||
export const replaceChatHistory = async (
|
||||
export const getSessionChatHistory = async (
|
||||
memoryNode: IReactFlowNode,
|
||||
componentNodes: IComponentNodes,
|
||||
incomingInput: IncomingInput,
|
||||
appDataSource: DataSource,
|
||||
databaseEntities: IDatabaseEntity,
|
||||
logger: any
|
||||
): Promise<string> => {
|
||||
const nodeInstanceFilePath = memoryNode.data.filePath as string
|
||||
): Promise<IMessage[]> => {
|
||||
const nodeInstanceFilePath = componentNodes[memoryNode.data.name].filePath as string
|
||||
const nodeModule = await import(nodeInstanceFilePath)
|
||||
const newNodeInstance = new nodeModule.nodeClass()
|
||||
|
||||
// Replace memory's sessionId/chatId
|
||||
if (incomingInput.overrideConfig?.sessionId && memoryNode.data.inputs) {
|
||||
memoryNode.data.inputs.sessionId = incomingInput.overrideConfig.sessionId
|
||||
} else if (incomingInput.chatId && memoryNode.data.inputs) {
|
||||
memoryNode.data.inputs.sessionId = incomingInput.chatId
|
||||
}
|
||||
|
||||
if (newNodeInstance.memoryMethods && newNodeInstance.memoryMethods.getChatMessages) {
|
||||
return await newNodeInstance.memoryMethods.getChatMessages(memoryNode.data, {
|
||||
chatId: incomingInput.chatId,
|
||||
appDataSource,
|
||||
databaseEntities,
|
||||
logger
|
||||
})
|
||||
}
|
||||
const initializedInstance: FlowiseMemory = await newNodeInstance.init(memoryNode.data, '', {
|
||||
appDataSource,
|
||||
databaseEntities,
|
||||
logger
|
||||
})
|
||||
|
||||
return ''
|
||||
return (await initializedInstance.getChatMessages()) as IMessage[]
|
||||
}
|
||||
|
||||
/**
|
||||
* Method that find memory that is connected within chatflow
|
||||
* In a chatflow, there should only be 1 memory node
|
||||
* @param {IReactFlowNode[]} nodes
|
||||
* @param {IReactFlowEdge[]} edges
|
||||
* @returns {string | undefined}
|
||||
*/
|
||||
export const findMemoryNode = (nodes: IReactFlowNode[], edges: IReactFlowEdge[]): IReactFlowNode | undefined => {
|
||||
const memoryNodes = nodes.filter((node) => node.data.category === 'Memory')
|
||||
const memoryNodeIds = memoryNodes.map((mem) => mem.data.id)
|
||||
|
||||
for (const edge of edges) {
|
||||
if (memoryNodeIds.includes(edge.source)) {
|
||||
const memoryNode = nodes.find((node) => node.data.id === edge.source)
|
||||
return memoryNode
|
||||
}
|
||||
}
|
||||
return undefined
|
||||
}
|
||||
|
||||
/**
|
||||
@@ -952,3 +1165,88 @@ export const getAllValuesFromJson = (obj: any): any[] => {
|
||||
extractValues(obj)
|
||||
return values
|
||||
}
|
||||
|
||||
/**
|
||||
* Delete file & folder recursively
|
||||
* @param {string} directory
|
||||
*/
|
||||
export const deleteFolderRecursive = (directory: string) => {
|
||||
if (fs.existsSync(directory)) {
|
||||
fs.readdir(directory, (error, files) => {
|
||||
if (error) throw new Error('Could not read directory')
|
||||
|
||||
files.forEach((file) => {
|
||||
const file_path = path.join(directory, file)
|
||||
|
||||
fs.stat(file_path, (error, stat) => {
|
||||
if (error) throw new Error('File do not exist')
|
||||
|
||||
if (!stat.isDirectory()) {
|
||||
fs.unlink(file_path, (error) => {
|
||||
if (error) throw new Error('Could not delete file')
|
||||
})
|
||||
} else {
|
||||
deleteFolderRecursive(file_path)
|
||||
}
|
||||
})
|
||||
})
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
/**
|
||||
* Get only essential flow data items for telemetry
|
||||
* @param {IReactFlowNode[]} nodes
|
||||
* @param {IReactFlowEdge[]} edges
|
||||
*/
|
||||
export const getTelemetryFlowObj = (nodes: IReactFlowNode[], edges: IReactFlowEdge[]) => {
|
||||
const nodeData = nodes.map((node) => node.id)
|
||||
const edgeData = edges.map((edge) => ({ source: edge.source, target: edge.target }))
|
||||
return { nodes: nodeData, edges: edgeData }
|
||||
}
|
||||
|
||||
/**
|
||||
* Get user settings file
|
||||
* TODO: move env variables to settings json file, easier configuration
|
||||
*/
|
||||
export const getUserSettingsFilePath = () => {
|
||||
if (process.env.SECRETKEY_PATH) return path.join(process.env.SECRETKEY_PATH, 'settings.json')
|
||||
const checkPaths = [path.join(getUserHome(), '.flowise', 'settings.json')]
|
||||
for (const checkPath of checkPaths) {
|
||||
if (fs.existsSync(checkPath)) {
|
||||
return checkPath
|
||||
}
|
||||
}
|
||||
return ''
|
||||
}
|
||||
|
||||
/**
|
||||
* Get app current version
|
||||
*/
|
||||
export const getAppVersion = async () => {
|
||||
const getPackageJsonPath = (): string => {
|
||||
const checkPaths = [
|
||||
path.join(__dirname, '..', 'package.json'),
|
||||
path.join(__dirname, '..', '..', 'package.json'),
|
||||
path.join(__dirname, '..', '..', '..', 'package.json'),
|
||||
path.join(__dirname, '..', '..', '..', '..', 'package.json'),
|
||||
path.join(__dirname, '..', '..', '..', '..', '..', 'package.json')
|
||||
]
|
||||
for (const checkPath of checkPaths) {
|
||||
if (fs.existsSync(checkPath)) {
|
||||
return checkPath
|
||||
}
|
||||
}
|
||||
return ''
|
||||
}
|
||||
|
||||
const packagejsonPath = getPackageJsonPath()
|
||||
if (!packagejsonPath) return ''
|
||||
try {
|
||||
const content = await fs.promises.readFile(packagejsonPath, 'utf8')
|
||||
const parsedContent = JSON.parse(content)
|
||||
return parsedContent.version
|
||||
} catch (error) {
|
||||
return ''
|
||||
}
|
||||
}
|
||||
|
||||
@@ -0,0 +1,52 @@
|
||||
import { v4 as uuidv4 } from 'uuid'
|
||||
import { PostHog } from 'posthog-node'
|
||||
import path from 'path'
|
||||
import fs from 'fs'
|
||||
import { getUserHome, getUserSettingsFilePath } from '.'
|
||||
|
||||
export class Telemetry {
|
||||
postHog?: PostHog
|
||||
|
||||
constructor() {
|
||||
if (process.env.DISABLE_FLOWISE_TELEMETRY !== 'true') {
|
||||
this.postHog = new PostHog('phc_jEDuFYnOnuXsws986TLWzuisbRjwFqTl9JL8tDMgqme')
|
||||
} else {
|
||||
this.postHog = undefined
|
||||
}
|
||||
}
|
||||
|
||||
async id(): Promise<string> {
|
||||
try {
|
||||
const settingsContent = await fs.promises.readFile(getUserSettingsFilePath(), 'utf8')
|
||||
const settings = JSON.parse(settingsContent)
|
||||
return settings.instanceId
|
||||
} catch (error) {
|
||||
const instanceId = uuidv4()
|
||||
const settings = {
|
||||
instanceId
|
||||
}
|
||||
const defaultLocation = process.env.SECRETKEY_PATH
|
||||
? path.join(process.env.SECRETKEY_PATH, 'settings.json')
|
||||
: path.join(getUserHome(), '.flowise', 'settings.json')
|
||||
await fs.promises.writeFile(defaultLocation, JSON.stringify(settings, null, 2))
|
||||
return instanceId
|
||||
}
|
||||
}
|
||||
|
||||
async sendTelemetry(event: string, properties = {}): Promise<void> {
|
||||
if (this.postHog) {
|
||||
const distinctId = await this.id()
|
||||
this.postHog.capture({
|
||||
event,
|
||||
distinctId,
|
||||
properties
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
async flush(): Promise<void> {
|
||||
if (this.postHog) {
|
||||
await this.postHog.shutdownAsync()
|
||||
}
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user