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Merge pull request #1243 from FlowiseAI/feature/VectorStoreRevamp

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Feature/add vector upsert ability
This commit is contained in:
Henry Heng
2023-11-23 17:08:51 +00:00
committed by GitHub
parent e1583766c0 db2a1d3be8
commit e93ce07851
114 changed files with 10368 additions and 4786 deletions
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packages/server/marketplaces/chatflows/API Agent OpenAI.json
+20 -2
View File
@@ -199,6 +199,14 @@
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_1-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_1-input-baseOptions-json"
}
],
"inputAnchors": [
@@ -218,7 +226,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -510,6 +519,14 @@
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_2-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_2-input-baseOptions-json"
}
],
"inputAnchors": [
@@ -529,7 +546,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/API Agent.json
+30 -3
View File
@@ -507,6 +507,14 @@
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_2-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_2-input-baseOptions-json"
}
],
"inputAnchors": [
@@ -526,7 +534,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -669,6 +678,14 @@
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_1-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_1-input-baseOptions-json"
}
],
"inputAnchors": [
@@ -688,7 +705,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -831,6 +849,14 @@
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_3-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_3-input-baseOptions-json"
}
],
"inputAnchors": [
@@ -850,7 +876,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/Antonym.json
+10 -1
View File
@@ -286,6 +286,14 @@
"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": [
@@ -305,7 +313,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/AutoGPT.json
+69 -51
View File
@@ -13,8 +13,8 @@
"data": {
"id": "autoGPT_0",
"label": "AutoGPT",
"name": "autoGPT",
"version": 1,
"name": "autoGPT",
"type": "AutoGPT",
"baseClasses": ["AutoGPT"],
"category": "Agents",
@@ -69,7 +69,7 @@
"inputs": {
"tools": ["{{readFile_0.data.instance}}", "{{writeFile_1.data.instance}}", "{{serpAPI_0.data.instance}}"],
"model": "{{chatOpenAI_0.data.instance}}",
"vectorStoreRetriever": "{{pineconeExistingIndex_0.data.instance}}",
"vectorStoreRetriever": "{{pinecone_0.data.instance}}",
"aiName": "",
"aiRole": "",
"maxLoop": 5
@@ -104,8 +104,8 @@
"data": {
"id": "writeFile_1",
"label": "Write File",
"name": "writeFile",
"version": 1,
"name": "writeFile",
"type": "WriteFile",
"baseClasses": ["WriteFile", "Tool", "StructuredTool", "BaseLangChain"],
"category": "Tools",
@@ -154,8 +154,8 @@
"data": {
"id": "readFile_0",
"label": "Read File",
"name": "readFile",
"version": 1,
"name": "readFile",
"type": "ReadFile",
"baseClasses": ["ReadFile", "Tool", "StructuredTool", "BaseLangChain"],
"category": "Tools",
@@ -204,8 +204,8 @@
"data": {
"id": "serpAPI_0",
"label": "Serp API",
"name": "serpAPI",
"version": 1,
"name": "serpAPI",
"type": "SerpAPI",
"baseClasses": ["SerpAPI", "Tool", "StructuredTool"],
"category": "Tools",
@@ -241,7 +241,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 176.69787776192283,
@@ -251,8 +251,8 @@
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -362,6 +362,14 @@
"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": [
@@ -381,7 +389,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -413,8 +422,8 @@
"data": {
"id": "openAIEmbeddings_0",
"label": "OpenAI Embeddings",
"name": "openAIEmbeddings",
"version": 1,
"name": "openAIEmbeddings",
"type": "OpenAIEmbeddings",
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
"category": "Embeddings",
@@ -487,35 +496,35 @@
},
{
"width": 300,
"height": 505,
"id": "pineconeExistingIndex_0",
"height": 555,
"id": "pinecone_0",
"position": {
"x": 1001.3784758268554,
"y": 415.24072209485803
"x": 1061.413729190394,
"y": 387.9611693492896
},
"type": "customNode",
"data": {
"id": "pineconeExistingIndex_0",
"label": "Pinecone Load Existing Index",
"name": "pineconeExistingIndex",
"id": "pinecone_0",
"label": "Pinecone",
"version": 1,
"name": "pinecone",
"type": "Pinecone",
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Load existing index from Pinecone (i.e: Document has been upserted)",
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
"id": "pineconeExistingIndex_0-input-credential-credential"
"id": "pinecone_0-input-credential-credential"
},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pineconeExistingIndex_0-input-pineconeIndex-string"
"id": "pinecone_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
@@ -524,7 +533,7 @@
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pineconeExistingIndex_0-input-pineconeNamespace-string"
"id": "pinecone_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
@@ -532,7 +541,7 @@
"type": "json",
"optional": true,
"additionalParams": true,
"id": "pineconeExistingIndex_0-input-pineconeMetadataFilter-json"
"id": "pinecone_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
@@ -542,18 +551,27 @@
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pineconeExistingIndex_0-input-topK-number"
"id": "pinecone_0-input-topK-number"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "pinecone_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pineconeExistingIndex_0-input-embeddings-Embeddings"
"id": "pinecone_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": "",
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "",
"pineconeNamespace": "",
@@ -567,13 +585,13 @@
"type": "options",
"options": [
{
"id": "pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"id": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Pinecone Retriever",
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
},
{
"id": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
"id": "pinecone_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
@@ -588,11 +606,11 @@
"selected": false
},
"selected": false,
"dragging": false,
"positionAbsolute": {
"x": 1001.3784758268554,
"y": 415.24072209485803
}
"x": 1061.413729190394,
"y": 387.9611693492896
},
"dragging": false
}
],
"edges": [
@@ -618,28 +636,6 @@
"label": ""
}
},
{
"source": "pineconeExistingIndex_0",
"sourceHandle": "pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"target": "autoGPT_0",
"targetHandle": "autoGPT_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "pineconeExistingIndex_0-pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-autoGPT_0-autoGPT_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
"label": ""
}
},
{
"source": "openAIEmbeddings_0",
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "pineconeExistingIndex_0",
"targetHandle": "pineconeExistingIndex_0-input-embeddings-Embeddings",
"type": "buttonedge",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeExistingIndex_0-pineconeExistingIndex_0-input-embeddings-Embeddings",
"data": {
"label": ""
}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
@@ -661,6 +657,28 @@
"data": {
"label": ""
}
},
{
"source": "openAIEmbeddings_0",
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "pinecone_0",
"targetHandle": "pinecone_0-input-embeddings-Embeddings",
"type": "buttonedge",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pinecone_0-pinecone_0-input-embeddings-Embeddings",
"data": {
"label": ""
}
},
{
"source": "pinecone_0",
"sourceHandle": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"target": "autoGPT_0",
"targetHandle": "autoGPT_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "pinecone_0-pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-autoGPT_0-autoGPT_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
"label": ""
}
}
]
}
packages/server/marketplaces/chatflows/BabyAGI.json
+233 -196
View File
@@ -13,8 +13,8 @@
"data": {
"id": "babyAGI_1",
"label": "BabyAGI",
"name": "babyAGI",
"version": 1,
"name": "babyAGI",
"type": "BabyAGI",
"baseClasses": ["BabyAGI"],
"category": "Agents",
@@ -44,7 +44,7 @@
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"vectorStore": "{{pineconeExistingIndex_0.data.instance}}",
"vectorStore": "{{pinecone_0.data.instance}}",
"taskLoop": 3
},
"outputAnchors": [
@@ -65,168 +65,6 @@
"y": 66.00028106865324
}
},
{
"width": 300,
"height": 523,
"id": "chatOpenAI_0",
"position": {
"x": 587.1798180512677,
"y": -355.9845878719703
},
"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"
}
],
"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": ""
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 587.1798180512677,
"y": -355.9845878719703
},
"dragging": false
},
{
"width": 300,
"height": 329,
@@ -239,8 +77,8 @@
"data": {
"id": "openAIEmbeddings_0",
"label": "OpenAI Embeddings",
"name": "openAIEmbeddings",
"version": 1,
"name": "openAIEmbeddings",
"type": "OpenAIEmbeddings",
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
"category": "Embeddings",
@@ -313,35 +151,35 @@
},
{
"width": 300,
"height": 505,
"id": "pineconeExistingIndex_0",
"height": 555,
"id": "pinecone_0",
"position": {
"x": 241.78764591331816,
"y": -38.438460915613945
"x": 238.1350223788262,
"y": -133.38073692212225
},
"type": "customNode",
"data": {
"id": "pineconeExistingIndex_0",
"label": "Pinecone Load Existing Index",
"name": "pineconeExistingIndex",
"id": "pinecone_0",
"label": "Pinecone",
"version": 1,
"name": "pinecone",
"type": "Pinecone",
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Load existing index from Pinecone (i.e: Document has been upserted)",
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
"id": "pineconeExistingIndex_0-input-credential-credential"
"id": "pinecone_0-input-credential-credential"
},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pineconeExistingIndex_0-input-pineconeIndex-string"
"id": "pinecone_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
@@ -350,7 +188,7 @@
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pineconeExistingIndex_0-input-pineconeNamespace-string"
"id": "pinecone_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
@@ -358,7 +196,7 @@
"type": "json",
"optional": true,
"additionalParams": true,
"id": "pineconeExistingIndex_0-input-pineconeMetadataFilter-json"
"id": "pinecone_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
@@ -368,20 +206,29 @@
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pineconeExistingIndex_0-input-topK-number"
"id": "pinecone_0-input-topK-number"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "pinecone_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pineconeExistingIndex_0-input-embeddings-Embeddings"
"id": "pinecone_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": "",
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "newindex",
"pineconeIndex": "",
"pineconeNamespace": "",
"pineconeMetadataFilter": "",
"topK": ""
@@ -393,13 +240,13 @@
"type": "options",
"options": [
{
"id": "pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"id": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Pinecone Retriever",
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
},
{
"id": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
"id": "pinecone_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
@@ -415,42 +262,232 @@
},
"selected": false,
"positionAbsolute": {
"x": 241.78764591331816,
"y": -38.438460915613945
"x": 238.1350223788262,
"y": -133.38073692212225
},
"dragging": false
},
{
"width": 300,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 600.5963052289515,
"y": -359.24280496678995
},
"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-4-1106-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_0-input-modelName-options"
},
{
"label": "Temperature",
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"step": 0.1,
"default": 0.9,
"optional": true,
"id": "chatOpenAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
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"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number"
},
{
"label": "Top Probability",
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"id": "chatOpenAI_0-input-topP-number"
},
{
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"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
},
{
"label": "Presence Penalty",
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"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number"
},
{
"label": "Timeout",
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"id": "chatOpenAI_0-input-timeout-number"
},
{
"label": "BasePath",
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"id": "chatOpenAI_0-input-basepath-string"
},
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"id": "chatOpenAI_0-input-baseOptions-json"
}
],
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{
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"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
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"modelName": "gpt-3.5-turbo",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
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"presencePenalty": "",
"timeout": "",
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
}
],
"outputs": {},
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},
"selected": false,
"positionAbsolute": {
"x": 600.5963052289515,
"y": -359.24280496678995
},
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}
],
"edges": [
{
"source": "pineconeExistingIndex_0",
"sourceHandle": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
"target": "babyAGI_1",
"targetHandle": "babyAGI_1-input-vectorStore-VectorStore",
"source": "openAIEmbeddings_0",
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"type": "buttonedge",
"id": "pineconeExistingIndex_0-pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore-babyAGI_1-babyAGI_1-input-vectorStore-VectorStore",
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}
},
{
"source": "chatOpenAI_0",
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"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-babyAGI_1-babyAGI_1-input-model-BaseChatModel",
"data": {
"label": ""
}
},
{
"source": "openAIEmbeddings_0",
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"targetHandle": "pineconeExistingIndex_0-input-embeddings-Embeddings",
"source": "pinecone_0",
"sourceHandle": "pinecone_0-output-vectorStore-Pinecone|VectorStore",
"target": "babyAGI_1",
"targetHandle": "babyAGI_1-input-vectorStore-VectorStore",
"type": "buttonedge",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeExistingIndex_0-pineconeExistingIndex_0-input-embeddings-Embeddings",
"id": "pinecone_0-pinecone_0-output-vectorStore-Pinecone|VectorStore-babyAGI_1-babyAGI_1-input-vectorStore-VectorStore",
"data": {
"label": ""
}
packages/server/marketplaces/chatflows/CSV Agent.json
+10 -1
View File
@@ -180,6 +180,14 @@
"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": [
@@ -199,7 +207,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/ChatGPTPlugin.json
+10 -1
View File
@@ -325,6 +325,14 @@
"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": [
@@ -344,7 +352,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/Conversational Agent.json
+10 -1
View File
@@ -267,6 +267,14 @@
"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": [
@@ -286,7 +294,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/Conversational Retrieval Agent.json
+342 -305
View File
@@ -2,168 +2,6 @@
"description": "Agent optimized for vector retrieval during conversation and answering questions based on previous dialogue.",
"badge": "POPULAR",
"nodes": [
{
"width": 300,
"height": 523,
"id": "chatOpenAI_0",
"position": {
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"y": 212.76900895393834
},
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"label": "ChatOpenAI",
"version": 2,
"name": "chatOpenAI",
"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",
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"id": "chatOpenAI_0-input-modelName-options"
},
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"label": "Temperature",
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"default": 0.9,
"optional": true,
"id": "chatOpenAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
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"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number"
},
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},
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"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number"
},
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"label": "BasePath",
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"id": "chatOpenAI_0-input-basepath-string"
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],
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"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
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"temperature": "0",
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"topP": "",
"frequencyPenalty": "",
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},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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{
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"height": 329,
@@ -248,115 +86,6 @@
},
"dragging": false
},
{
"width": 300,
"height": 505,
"id": "pineconeExistingIndex_0",
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"y": -334.0373537488481
},
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"label": "Pinecone Load Existing Index",
"version": 1,
"name": "pineconeExistingIndex",
"type": "Pinecone",
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Load existing index from Pinecone (i.e: Document has been upserted)",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
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},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pineconeExistingIndex_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
"name": "pineconeNamespace",
"type": "string",
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pineconeExistingIndex_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
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"optional": true,
"additionalParams": true,
"id": "pineconeExistingIndex_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
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"additionalParams": true,
"optional": true,
"id": "pineconeExistingIndex_0-input-topK-number"
}
],
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{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pineconeExistingIndex_0-input-embeddings-Embeddings"
}
],
"inputs": {
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"pineconeIndex": "newindex",
"pineconeNamespace": "",
"pineconeMetadataFilter": "",
"topK": ""
},
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{
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"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
},
{
"id": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
}
],
"default": "retriever"
}
],
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},
{
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"height": 383,
@@ -478,7 +207,7 @@
"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": "{{pineconeExistingIndex_0.data.instance}}"
"retriever": "{{pinecone_0.data.instance}}"
},
"outputAnchors": [
{
@@ -554,31 +283,317 @@
"y": 216.94151328212496
},
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},
{
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"height": 555,
"id": "pinecone_0",
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},
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"label": "Pinecone",
"version": 1,
"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",
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{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
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},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
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"id": "pinecone_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
"name": "pineconeNamespace",
"type": "string",
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
"name": "pineconeMetadataFilter",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "pinecone_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
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"optional": true,
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}
],
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"optional": true,
"id": "pinecone_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pinecone_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": "",
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "",
"pineconeNamespace": "",
"pineconeMetadataFilter": "",
"topK": ""
},
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{
"id": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
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"label": "Pinecone Retriever",
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
},
{
"id": "pinecone_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
}
],
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}
],
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"output": "retriever"
},
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"name": "chatOpenAI",
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"category": "Chat Models",
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{
"label": "Model Name",
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"label": "gpt-4",
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{
"label": "gpt-4-1106-preview",
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},
{
"label": "gpt-4-vision-preview",
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{
"label": "gpt-4-0613",
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"label": "gpt-4-32k",
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{
"label": "gpt-4-32k-0613",
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"label": "gpt-3.5-turbo",
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{
"label": "gpt-3.5-turbo-0613",
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"label": "gpt-3.5-turbo-16k",
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"label": "gpt-3.5-turbo-16k-0613",
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],
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"id": "chatOpenAI_0-input-timeout-number"
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{
"label": "BasePath",
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],
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packages/server/marketplaces/chatflows/Conversational Retrieval QA Chain.json
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packages/server/marketplaces/chatflows/Flowise Docs QnA.json
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View File
@@ -497,6 +497,14 @@
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packages/server/marketplaces/chatflows/Image Generation.json
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@@ -0,0 +1,671 @@
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packages/server/marketplaces/chatflows/Local QnA.json
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@@ -155,8 +156,8 @@
}
],
"inputs": {
"model": "{{chatLocalAI_0.data.instance}}",
"vectorStoreRetriever": "{{faissUpsert_0.data.instance}}",
"model": "{{chatOllama_0.data.instance}}",
"vectorStoreRetriever": "{{faiss_0.data.instance}}",
"memory": ""
},
"outputAnchors": [
@@ -172,208 +173,14 @@
},
"selected": false,
"positionAbsolute": {
"x": 1634.455879160561,
"y": 428.77742668929807
"x": 1604.8865818627112,
"y": 329.6333122200366
},
"dragging": false
},
{
"width": 300,
"height": 456,
"id": "faissUpsert_0",
"position": {
"x": 1204.6898035516715,
"y": 521.0933926644659
},
"type": "customNode",
"data": {
"id": "faissUpsert_0",
"label": "Faiss Upsert Document",
"name": "faissUpsert",
"version": 1,
"type": "Faiss",
"baseClasses": ["Faiss", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upsert documents to Faiss",
"inputParams": [
{
"label": "Base Path to store",
"name": "basePath",
"description": "Path to store faiss.index file",
"placeholder": "C:\\Users\\User\\Desktop",
"type": "string",
"id": "faissUpsert_0-input-basePath-string"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "faissUpsert_0-input-topK-number"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"id": "faissUpsert_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "faissUpsert_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": ["{{textFile_0.data.instance}}"],
"embeddings": "{{localAIEmbeddings_0.data.instance}}",
"basePath": "C:\\Users\\your-folder",
"topK": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "faissUpsert_0-output-retriever-Faiss|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Faiss Retriever",
"type": "Faiss | VectorStoreRetriever | BaseRetriever"
},
{
"id": "faissUpsert_0-output-vectorStore-Faiss|SaveableVectorStore|VectorStore",
"name": "vectorStore",
"label": "Faiss Vector Store",
"type": "Faiss | SaveableVectorStore | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": {
"output": "retriever"
},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1204.6898035516715,
"y": 521.0933926644659
},
"dragging": false
},
{
"width": 300,
"height": 526,
"id": "chatLocalAI_0",
"position": {
"x": 1191.9512064167336,
"y": -94.05401001663306
},
"type": "customNode",
"data": {
"id": "chatLocalAI_0",
"label": "ChatLocalAI",
"name": "chatLocalAI",
"version": 2,
"type": "ChatLocalAI",
"baseClasses": ["ChatLocalAI", "BaseChatModel", "LLM", "BaseLLM", "BaseLanguageModel", "BaseLangChain"],
"category": "Chat Models",
"description": "Use local LLMs like llama.cpp, gpt4all using LocalAI",
"inputParams": [
{
"label": "Base Path",
"name": "basePath",
"type": "string",
"placeholder": "http://localhost:8080/v1",
"id": "chatLocalAI_0-input-basePath-string"
},
{
"label": "Model Name",
"name": "modelName",
"type": "string",
"placeholder": "gpt4all-lora-quantized.bin",
"id": "chatLocalAI_0-input-modelName-string"
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"default": 0.9,
"optional": true,
"id": "chatLocalAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
"name": "maxTokens",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatLocalAI_0-input-maxTokens-number"
},
{
"label": "Top Probability",
"name": "topP",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatLocalAI_0-input-topP-number"
},
{
"label": "Timeout",
"name": "timeout",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatLocalAI_0-input-timeout-number"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatLocalAI_0-input-cache-BaseCache"
}
],
"inputs": {
"basePath": "http://localhost:8080/v1",
"modelName": "ggml-gpt4all-j.bin",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"timeout": ""
},
"outputAnchors": [
{
"id": "chatLocalAI_0-output-chatLocalAI-ChatLocalAI|BaseChatModel|LLM|BaseLLM|BaseLanguageModel|BaseLangChain",
"name": "chatLocalAI",
"label": "ChatLocalAI",
"type": "ChatLocalAI | BaseChatModel | LLM | BaseLLM | BaseLanguageModel | BaseLangChain"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1191.9512064167336,
"y": -94.05401001663306
},
"dragging": false
},
{
"width": 300,
"height": 410,
"height": 419,
"id": "textFile_0",
"position": {
"x": 809.5432731751458,
@@ -383,8 +190,8 @@
"data": {
"id": "textFile_0",
"label": "Text File",
"name": "textFile",
"version": 3,
"name": "textFile",
"type": "Document",
"baseClasses": ["Document"],
"category": "Document Loaders",
@@ -465,8 +272,8 @@
"data": {
"id": "localAIEmbeddings_0",
"label": "LocalAI Embeddings",
"name": "localAIEmbeddings",
"version": 1,
"name": "localAIEmbeddings",
"type": "LocalAI Embeddings",
"baseClasses": ["LocalAI Embeddings", "Embeddings"],
"category": "Embeddings",
@@ -509,31 +316,324 @@
"y": 507.4586304746849
},
"dragging": false
},
{
"width": 300,
"height": 578,
"id": "chatOllama_0",
"position": {
"x": 1198.006914501795,
"y": -78.92345253481488
},
"type": "customNode",
"data": {
"id": "chatOllama_0",
"label": "ChatOllama",
"version": 2,
"name": "chatOllama",
"type": "ChatOllama",
"baseClasses": ["ChatOllama", "SimpleChatModel", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"category": "Chat Models",
"description": "Chat completion using open-source LLM on Ollama",
"inputParams": [
{
"label": "Base URL",
"name": "baseUrl",
"type": "string",
"default": "http://localhost:11434",
"id": "chatOllama_0-input-baseUrl-string"
},
{
"label": "Model Name",
"name": "modelName",
"type": "string",
"placeholder": "llama2",
"id": "chatOllama_0-input-modelName-string"
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"description": "The temperature of the model. Increasing the temperature will make the model answer more creatively. (Default: 0.8). Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 0.1,
"default": 0.9,
"optional": true,
"id": "chatOllama_0-input-temperature-number"
},
{
"label": "Top P",
"name": "topP",
"type": "number",
"description": "Works together with top-k. A higher value (e.g., 0.95) will lead to more diverse text, while a lower value (e.g., 0.5) will generate more focused and conservative text. (Default: 0.9). Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-topP-number"
},
{
"label": "Top K",
"name": "topK",
"type": "number",
"description": "Reduces the probability of generating nonsense. A higher value (e.g. 100) will give more diverse answers, while a lower value (e.g. 10) will be more conservative. (Default: 40). Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-topK-number"
},
{
"label": "Mirostat",
"name": "mirostat",
"type": "number",
"description": "Enable Mirostat sampling for controlling perplexity. (default: 0, 0 = disabled, 1 = Mirostat, 2 = Mirostat 2.0). Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-mirostat-number"
},
{
"label": "Mirostat ETA",
"name": "mirostatEta",
"type": "number",
"description": "Influences how quickly the algorithm responds to feedback from the generated text. A lower learning rate will result in slower adjustments, while a higher learning rate will make the algorithm more responsive. (Default: 0.1) Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-mirostatEta-number"
},
{
"label": "Mirostat TAU",
"name": "mirostatTau",
"type": "number",
"description": "Controls the balance between coherence and diversity of the output. A lower value will result in more focused and coherent text. (Default: 5.0) Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-mirostatTau-number"
},
{
"label": "Context Window Size",
"name": "numCtx",
"type": "number",
"description": "Sets the size of the context window used to generate the next token. (Default: 2048) Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-numCtx-number"
},
{
"label": "Number of GQA groups",
"name": "numGqa",
"type": "number",
"description": "The number of GQA groups in the transformer layer. Required for some models, for example it is 8 for llama2:70b. Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-numGqa-number"
},
{
"label": "Number of GPU",
"name": "numGpu",
"type": "number",
"description": "The number of layers to send to the GPU(s). On macOS it defaults to 1 to enable metal support, 0 to disable. Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-numGpu-number"
},
{
"label": "Number of Thread",
"name": "numThread",
"type": "number",
"description": "Sets the number of threads to use during computation. By default, Ollama will detect this for optimal performance. It is recommended to set this value to the number of physical CPU cores your system has (as opposed to the logical number of cores). Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-numThread-number"
},
{
"label": "Repeat Last N",
"name": "repeatLastN",
"type": "number",
"description": "Sets how far back for the model to look back to prevent repetition. (Default: 64, 0 = disabled, -1 = num_ctx). Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-repeatLastN-number"
},
{
"label": "Repeat Penalty",
"name": "repeatPenalty",
"type": "number",
"description": "Sets how strongly to penalize repetitions. A higher value (e.g., 1.5) will penalize repetitions more strongly, while a lower value (e.g., 0.9) will be more lenient. (Default: 1.1). Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-repeatPenalty-number"
},
{
"label": "Stop Sequence",
"name": "stop",
"type": "string",
"rows": 4,
"placeholder": "AI assistant:",
"description": "Sets the stop sequences to use. Use comma to seperate different sequences. Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-stop-string"
},
{
"label": "Tail Free Sampling",
"name": "tfsZ",
"type": "number",
"description": "Tail free sampling is used to reduce the impact of less probable tokens from the output. A higher value (e.g., 2.0) will reduce the impact more, while a value of 1.0 disables this setting. (Default: 1). Refer to <a target=\"_blank\" href=\"https://github.com/jmorganca/ollama/blob/main/docs/modelfile.md#valid-parameters-and-values\">docs</a> for more details",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-tfsZ-number"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOllama_0-input-cache-BaseCache"
}
],
"inputs": {
"cache": "",
"baseUrl": "http://localhost:11434",
"modelName": "llama2",
"temperature": 0.9,
"topP": "",
"topK": "",
"mirostat": "",
"mirostatEta": "",
"mirostatTau": "",
"numCtx": "",
"numGqa": "",
"numGpu": "",
"numThread": "",
"repeatLastN": "",
"repeatPenalty": "",
"stop": "",
"tfsZ": ""
},
"outputAnchors": [
{
"id": "chatOllama_0-output-chatOllama-ChatOllama|SimpleChatModel|BaseChatModel|BaseLanguageModel|Runnable",
"name": "chatOllama",
"label": "ChatOllama",
"type": "ChatOllama | SimpleChatModel | BaseChatModel | BaseLanguageModel | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1198.006914501795,
"y": -78.92345253481488
},
"dragging": false
},
{
"width": 300,
"height": 458,
"id": "faiss_0",
"position": {
"x": 1199.3135683364685,
"y": 520.9300176396024
},
"type": "customNode",
"data": {
"id": "faiss_0",
"label": "Faiss",
"version": 1,
"name": "faiss",
"type": "Faiss",
"baseClasses": ["Faiss", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upsert embedded data and perform similarity search upon query using Faiss library from Meta",
"inputParams": [
{
"label": "Base Path to load",
"name": "basePath",
"description": "Path to load faiss.index file",
"placeholder": "C:\\Users\\User\\Desktop",
"type": "string",
"id": "faiss_0-input-basePath-string"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "faiss_0-input-topK-number"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "faiss_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "faiss_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": ["{{textFile_0.data.instance}}"],
"embeddings": "{{localAIEmbeddings_0.data.instance}}",
"basePath": "C:\\Users\\your-folder",
"topK": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "faiss_0-output-retriever-Faiss|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Faiss Retriever",
"type": "Faiss | VectorStoreRetriever | BaseRetriever"
},
{
"id": "faiss_0-output-vectorStore-Faiss|SaveableVectorStore|VectorStore",
"name": "vectorStore",
"label": "Faiss Vector Store",
"type": "Faiss | SaveableVectorStore | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": {
"output": "retriever"
},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1199.3135683364685,
"y": 520.9300176396024
},
"dragging": false
}
],
"edges": [
{
"source": "faissUpsert_0",
"sourceHandle": "faissUpsert_0-output-retriever-Faiss|VectorStoreRetriever|BaseRetriever",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "faissUpsert_0-faissUpsert_0-output-retriever-Faiss|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
"label": ""
}
},
{
"source": "chatLocalAI_0",
"sourceHandle": "chatLocalAI_0-output-chatLocalAI-ChatLocalAI|BaseChatModel|LLM|BaseLLM|BaseLanguageModel|BaseLangChain",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "chatLocalAI_0-chatLocalAI_0-output-chatLocalAI-ChatLocalAI|BaseChatModel|LLM|BaseLLM|BaseLanguageModel|BaseLangChain-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"data": {
"label": ""
}
},
{
"source": "recursiveCharacterTextSplitter_1",
"sourceHandle": "recursiveCharacterTextSplitter_1-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter",
@@ -546,12 +646,23 @@
}
},
{
"source": "textFile_0",
"sourceHandle": "textFile_0-output-textFile-Document",
"target": "faissUpsert_0",
"targetHandle": "faissUpsert_0-input-document-Document",
"source": "chatOllama_0",
"sourceHandle": "chatOllama_0-output-chatOllama-ChatOllama|SimpleChatModel|BaseChatModel|BaseLanguageModel|Runnable",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "textFile_0-textFile_0-output-textFile-Document-faissUpsert_0-faissUpsert_0-input-document-Document",
"id": "chatOllama_0-chatOllama_0-output-chatOllama-ChatOllama|SimpleChatModel|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"data": {
"label": ""
}
},
{
"source": "textFile_0",
"sourceHandle": "textFile_0-output-document-Document",
"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",
"data": {
"label": ""
}
@@ -559,10 +670,21 @@
{
"source": "localAIEmbeddings_0",
"sourceHandle": "localAIEmbeddings_0-output-localAIEmbeddings-LocalAI Embeddings|Embeddings",
"target": "faissUpsert_0",
"targetHandle": "faissUpsert_0-input-embeddings-Embeddings",
"target": "faiss_0",
"targetHandle": "faiss_0-input-embeddings-Embeddings",
"type": "buttonedge",
"id": "localAIEmbeddings_0-localAIEmbeddings_0-output-localAIEmbeddings-LocalAI Embeddings|Embeddings-faissUpsert_0-faissUpsert_0-input-embeddings-Embeddings",
"id": "localAIEmbeddings_0-localAIEmbeddings_0-output-localAIEmbeddings-LocalAI Embeddings|Embeddings-faiss_0-faiss_0-input-embeddings-Embeddings",
"data": {
"label": ""
}
},
{
"source": "faiss_0",
"sourceHandle": "faiss_0-output-retriever-Faiss|VectorStoreRetriever|BaseRetriever",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "faiss_0-faiss_0-output-retriever-Faiss|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
"label": ""
}
packages/server/marketplaces/chatflows/Long Term Memory.json
+398 -317
View File
@@ -1,20 +1,20 @@
{
"description": "Use long term memory Zep to differentiate conversations between users with sessionId",
"description": "Use long term memory like Zep to differentiate conversations between users with sessionId",
"nodes": [
{
"width": 300,
"height": 480,
"id": "conversationalRetrievalQAChain_0",
"position": {
"x": 1999.7302950816731,
"y": 365.33064907894243
"x": 2001.2622706097407,
"y": 360.7347224947406
},
"type": "customNode",
"data": {
"id": "conversationalRetrievalQAChain_0",
"label": "Conversational Retrieval QA Chain",
"name": "conversationalRetrievalQAChain",
"version": 1,
"name": "conversationalRetrievalQAChain",
"type": "ConversationalRetrievalQAChain",
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
"category": "Chains",
@@ -87,7 +87,7 @@
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"vectorStoreRetriever": "{{pineconeExistingIndex_0.data.instance}}",
"vectorStoreRetriever": "{{qdrant_0.data.instance}}",
"memory": "{{ZepMemory_0.data.instance}}",
"returnSourceDocuments": true
},
@@ -104,170 +104,8 @@
},
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"positionAbsolute": {
"x": 1999.7302950816731,
"y": 365.33064907894243
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"dragging": false
},
{
"width": 300,
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"id": "chatOpenAI_0",
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"y": -74.792508259787212
},
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"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"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"modelName": "gpt-3.5-turbo",
"temperature": "0",
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
}
],
"outputs": {},
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},
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"x": 2001.2622706097407,
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},
@@ -283,8 +121,8 @@
"data": {
"id": "openAIEmbeddings_0",
"label": "OpenAI Embeddings",
"name": "openAIEmbeddings",
"version": 1,
"name": "openAIEmbeddings",
"type": "OpenAIEmbeddings",
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
"category": "Embeddings",
@@ -355,129 +193,20 @@
},
"dragging": false
},
{
"width": 300,
"height": 505,
"id": "pineconeExistingIndex_0",
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"x": 1167.128201355349,
"y": 71.89355115516406
},
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"id": "pineconeExistingIndex_0",
"label": "Pinecone Load Existing Index",
"name": "pineconeExistingIndex",
"version": 1,
"type": "Pinecone",
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Load existing index from Pinecone (i.e: Document has been upserted)",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
"id": "pineconeExistingIndex_0-input-credential-credential"
},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pineconeExistingIndex_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
"name": "pineconeNamespace",
"type": "string",
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pineconeExistingIndex_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
"name": "pineconeMetadataFilter",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "pineconeExistingIndex_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pineconeExistingIndex_0-input-topK-number"
}
],
"inputAnchors": [
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pineconeExistingIndex_0-input-embeddings-Embeddings"
}
],
"inputs": {
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "",
"pineconeNamespace": "",
"pineconeMetadataFilter": "",
"topK": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Pinecone Retriever",
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
},
{
"id": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": {
"output": "retriever"
},
"selected": false
},
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"positionAbsolute": {
"x": 1167.128201355349,
"y": 71.89355115516406
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"dragging": false
},
{
"width": 300,
"height": 623,
"id": "ZepMemory_0",
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"y": 560.8352147865392
"x": 420.8032935700942,
"y": 92.41976641951993
},
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"data": {
"id": "ZepMemory_0",
"label": "Zep Memory",
"name": "ZepMemory",
"version": 1,
"name": "ZepMemory",
"type": "ZepMemory",
"baseClasses": ["ZepMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
@@ -600,46 +329,365 @@
},
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"x": 420.8032935700942,
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},
{
"width": 300,
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"label": "Qdrant",
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"name": "qdrant",
"type": "Qdrant",
"baseClasses": ["Qdrant", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upsert embedded data and perform similarity search upon query using Qdrant, a scalable open source vector database written in Rust",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"description": "Only needed when using Qdrant cloud hosted",
"optional": true,
"credentialNames": ["qdrantApi"],
"id": "qdrant_0-input-credential-credential"
},
{
"label": "Qdrant Server URL",
"name": "qdrantServerUrl",
"type": "string",
"placeholder": "http://localhost:6333",
"id": "qdrant_0-input-qdrantServerUrl-string"
},
{
"label": "Qdrant Collection Name",
"name": "qdrantCollection",
"type": "string",
"id": "qdrant_0-input-qdrantCollection-string"
},
{
"label": "Vector Dimension",
"name": "qdrantVectorDimension",
"type": "number",
"default": 1536,
"additionalParams": true,
"id": "qdrant_0-input-qdrantVectorDimension-number"
},
{
"label": "Similarity",
"name": "qdrantSimilarity",
"description": "Similarity measure used in Qdrant.",
"type": "options",
"default": "Cosine",
"options": [
{
"label": "Cosine",
"name": "Cosine"
},
{
"label": "Euclid",
"name": "Euclid"
},
{
"label": "Dot",
"name": "Dot"
}
],
"additionalParams": true,
"id": "qdrant_0-input-qdrantSimilarity-options"
},
{
"label": "Additional Collection Cofiguration",
"name": "qdrantCollectionConfiguration",
"description": "Refer to <a target=\"_blank\" href=\"https://qdrant.tech/documentation/concepts/collections\">collection docs</a> for more reference",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "qdrant_0-input-qdrantCollectionConfiguration-json"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "qdrant_0-input-topK-number"
},
{
"label": "Qdrant Search Filter",
"name": "qdrantFilter",
"description": "Only return points which satisfy the conditions",
"type": "json",
"additionalParams": true,
"optional": true,
"id": "qdrant_0-input-qdrantFilter-json"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "qdrant_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "qdrant_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": "",
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"qdrantServerUrl": "",
"qdrantCollection": "",
"qdrantVectorDimension": 1536,
"qdrantSimilarity": "Cosine",
"qdrantCollectionConfiguration": "",
"topK": "",
"qdrantFilter": ""
},
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{
"name": "output",
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"options": [
{
"id": "qdrant_0-output-retriever-Qdrant|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Qdrant Retriever",
"type": "Qdrant | VectorStoreRetriever | BaseRetriever"
},
{
"id": "qdrant_0-output-vectorStore-Qdrant|VectorStore",
"name": "vectorStore",
"label": "Qdrant Vector Store",
"type": "Qdrant | VectorStore"
}
],
"default": "retriever"
}
],
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"output": "retriever"
},
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{
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{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
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},
{
"label": "Model Name",
"name": "modelName",
"type": "options",
"options": [
{
"label": "gpt-4",
"name": "gpt-4"
},
{
"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_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"
}
],
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{
"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": ""
},
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{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
}
],
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},
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}
],
"edges": [
{
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"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeExistingIndex_0-pineconeExistingIndex_0-input-embeddings-Embeddings",
"data": {
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}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
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}
},
{
"source": "pineconeExistingIndex_0",
"sourceHandle": "pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "pineconeExistingIndex_0-pineconeExistingIndex_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
"label": ""
}
},
{
"source": "ZepMemory_0",
"sourceHandle": "ZepMemory_0-output-ZepMemory-ZepMemory|BaseChatMemory|BaseMemory",
@@ -650,6 +698,39 @@
"data": {
"label": ""
}
},
{
"source": "openAIEmbeddings_0",
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "qdrant_0",
"targetHandle": "qdrant_0-input-embeddings-Embeddings",
"type": "buttonedge",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-qdrant_0-qdrant_0-input-embeddings-Embeddings",
"data": {
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}
},
{
"source": "qdrant_0",
"sourceHandle": "qdrant_0-output-retriever-Qdrant|VectorStoreRetriever|BaseRetriever",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "qdrant_0-qdrant_0-output-retriever-Qdrant|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
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}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"data": {
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}
]
}
packages/server/marketplaces/chatflows/Metadata Filter Load.json
-501
View File
@@ -1,501 +0,0 @@
{
"description": "Load existing index with metadata filters and feed into conversational retrieval QA chain",
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{
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"category": "Chains",
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{
"label": "Return Source Documents",
"name": "returnSourceDocuments",
"type": "boolean",
"optional": true,
"id": "conversationalRetrievalQAChain_0-input-returnSourceDocuments-boolean"
},
{
"label": "System Message",
"name": "systemMessagePrompt",
"type": "string",
"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"
},
{
"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."
}
],
"additionalParams": true,
"optional": true,
"id": "conversationalRetrievalQAChain_0-input-chainOption-options"
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],
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},
{
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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": "OpenAIEmbeddings",
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
"category": "Embeddings",
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{
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"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "openAIEmbeddings_0-input-credential-credential"
},
{
"label": "Strip New Lines",
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{
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{
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}
],
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"category": "Vector Stores",
"description": "Load existing index from Pinecone (i.e: Document has been upserted)",
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{
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"pineconeMetadataFilter": "",
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"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
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}
],
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},
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},
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}
packages/server/marketplaces/chatflows/Metadata Filter Upsert.json → packages/server/marketplaces/chatflows/Metadata Filter.json
+342 -303
View File
@@ -1,9 +1,10 @@
{
"description": "Upsert multiple files with metadata filters and feed into conversational retrieval QA chain",
"description": "Upsert multiple files with metadata and filter by it using conversational retrieval QA chain",
"badge": "POPULAR",
"nodes": [
{
"width": 300,
"height": 376,
"height": 429,
"id": "recursiveCharacterTextSplitter_1",
"position": {
"x": 347.5233039646277,
@@ -13,8 +14,8 @@
"data": {
"id": "recursiveCharacterTextSplitter_1",
"label": "Recursive Character Text Splitter",
"name": "recursiveCharacterTextSplitter",
"version": 2,
"name": "recursiveCharacterTextSplitter",
"type": "RecursiveCharacterTextSplitter",
"baseClasses": ["RecursiveCharacterTextSplitter", "TextSplitter"],
"category": "Text Splitters",
@@ -72,7 +73,7 @@
},
{
"width": 300,
"height": 392,
"height": 419,
"id": "textFile_0",
"position": {
"x": 756.5586098635717,
@@ -82,8 +83,8 @@
"data": {
"id": "textFile_0",
"label": "Text File",
"name": "textFile",
"version": 3,
"name": "textFile",
"type": "Document",
"baseClasses": ["Document"],
"category": "Document Loaders",
@@ -164,8 +165,8 @@
"data": {
"id": "pdfFile_0",
"label": "Pdf File",
"name": "pdfFile",
"version": 1,
"name": "pdfFile",
"type": "Document",
"baseClasses": ["Document"],
"category": "Document Loaders",
@@ -248,8 +249,8 @@
"data": {
"id": "conversationalRetrievalQAChain_0",
"label": "Conversational Retrieval QA Chain",
"name": "conversationalRetrievalQAChain",
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"name": "conversationalRetrievalQAChain",
"type": "ConversationalRetrievalQAChain",
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
"category": "Chains",
@@ -322,7 +323,7 @@
],
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"vectorStoreRetriever": "{{pineconeUpsert_0.data.instance}}"
"vectorStoreRetriever": "{{pinecone_0.data.instance}}"
},
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{
@@ -342,290 +343,20 @@
},
"dragging": false
},
{
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"height": 555,
"id": "pineconeUpsert_0",
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"y": 549.7917156049002
},
"type": "customNode",
"data": {
"id": "pineconeUpsert_0",
"label": "Pinecone Upsert Document",
"name": "pineconeUpsert",
"type": "Pinecone",
"version": 1,
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upsert documents to Pinecone",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
"id": "pineconeUpsert_0-input-credential-credential"
},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pineconeUpsert_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
"name": "pineconeNamespace",
"type": "string",
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pineconeUpsert_0-input-pineconeNamespace-string"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pineconeUpsert_0-input-topK-number"
}
],
"inputAnchors": [
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"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"id": "pineconeUpsert_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pineconeUpsert_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": ["{{textFile_0.data.instance}}", "{{pdfFile_0.data.instance}}"],
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "",
"pineconeNamespace": "",
"topK": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
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"options": [
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"name": "retriever",
"label": "Pinecone Retriever",
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
},
{
"id": "pineconeUpsert_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": {
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},
"selected": false
},
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{
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},
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}
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"type": "OpenAIEmbeddings",
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
"category": "Embeddings",
@@ -691,8 +422,316 @@
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},
{
"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_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"
}
],
"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": ""
},
"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": 1162.9449281292038,
"y": -64.39144252849331
},
"dragging": false
},
{
"width": 300,
"height": 555,
"id": "pinecone_0",
"position": {
"x": 1175.8270637283192,
"y": 569.8692882036854
},
"type": "customNode",
"data": {
"id": "pinecone_0",
"label": "Pinecone",
"version": 1,
"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",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
"id": "pinecone_0-input-credential-credential"
},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pinecone_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
"name": "pineconeNamespace",
"type": "string",
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
"name": "pineconeMetadataFilter",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "pinecone_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-topK-number"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "pinecone_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pinecone_0-input-embeddings-Embeddings"
}
],
"inputs": {
"document": ["{{textFile_0.data.instance}}", "{{pdfFile_0.data.instance}}"],
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "",
"pineconeNamespace": "",
"pineconeMetadataFilter": "{\"id\":{\"$in\":[\"doc1\",\"doc2\"]}}",
"topK": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Pinecone Retriever",
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
},
{
"id": "pinecone_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": {
"output": "retriever"
},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1175.8270637283192,
"y": 569.8692882036854
},
"dragging": false
}
@@ -721,23 +760,23 @@
}
},
{
"source": "openAIEmbeddings_0",
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "pineconeUpsert_0",
"targetHandle": "pineconeUpsert_0-input-embeddings-Embeddings",
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeUpsert_0-pineconeUpsert_0-input-embeddings-Embeddings",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"data": {
"label": ""
}
},
{
"source": "textFile_0",
"sourceHandle": "textFile_0-output-textFile-Document",
"target": "pineconeUpsert_0",
"targetHandle": "pineconeUpsert_0-input-document-Document",
"sourceHandle": "textFile_0-output-document-Document",
"target": "pinecone_0",
"targetHandle": "pinecone_0-input-document-Document",
"type": "buttonedge",
"id": "textFile_0-textFile_0-output-textFile-Document-pineconeUpsert_0-pineconeUpsert_0-input-document-Document",
"id": "textFile_0-textFile_0-output-document-Document-pinecone_0-pinecone_0-input-document-Document",
"data": {
"label": ""
}
@@ -745,32 +784,32 @@
{
"source": "pdfFile_0",
"sourceHandle": "pdfFile_0-output-pdfFile-Document",
"target": "pineconeUpsert_0",
"targetHandle": "pineconeUpsert_0-input-document-Document",
"target": "pinecone_0",
"targetHandle": "pinecone_0-input-document-Document",
"type": "buttonedge",
"id": "pdfFile_0-pdfFile_0-output-pdfFile-Document-pineconeUpsert_0-pineconeUpsert_0-input-document-Document",
"id": "pdfFile_0-pdfFile_0-output-pdfFile-Document-pinecone_0-pinecone_0-input-document-Document",
"data": {
"label": ""
}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"source": "openAIEmbeddings_0",
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "pinecone_0",
"targetHandle": "pinecone_0-input-embeddings-Embeddings",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pinecone_0-pinecone_0-input-embeddings-Embeddings",
"data": {
"label": ""
}
},
{
"source": "pineconeUpsert_0",
"sourceHandle": "pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"source": "pinecone_0",
"sourceHandle": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "pineconeUpsert_0-pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"id": "pinecone_0-pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
"label": ""
}
packages/server/marketplaces/chatflows/Multi Prompt Chain.json
+10 -1
View File
@@ -388,6 +388,14 @@
"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": [
@@ -407,7 +415,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/Multi Retrieval QA Chain.json
+472 -399
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packages/server/marketplaces/chatflows/Multiple VectorDB.json
+1027 -543
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File diff suppressed because one or more lines are too long
packages/server/marketplaces/chatflows/OpenAI Agent.json
+10 -1
View File
@@ -391,6 +391,14 @@
"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": [
@@ -410,7 +418,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/Prompt Chaining with VectorStore.json
+652 -570
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File diff suppressed because it is too large Load Diff
packages/server/marketplaces/chatflows/MRKLAgent.json → packages/server/marketplaces/chatflows/ReAct Agent.json
+106 -79
View File
@@ -1,5 +1,5 @@
{
"description": "An agent that uses the React Framework to decide what action to take",
"description": "An agent that uses ReAct logic to decide what action to take",
"nodes": [
{
"width": 300,
@@ -13,8 +13,8 @@
"data": {
"id": "calculator_1",
"label": "Calculator",
"name": "calculator",
"version": 1,
"name": "calculator",
"type": "Calculator",
"baseClasses": ["Calculator", "Tool", "StructuredTool", "BaseLangChain"],
"category": "Tools",
@@ -40,62 +40,6 @@
"selected": false,
"dragging": false
},
{
"width": 300,
"height": 280,
"id": "mrklAgentLLM_0",
"position": {
"x": 1055.3271135179489,
"y": 245.36098016819074
},
"type": "customNode",
"data": {
"id": "mrklAgentLLM_0",
"label": "MRKL Agent for LLMs",
"name": "mrklAgentLLM",
"version": 1,
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain", "BaseLangChain"],
"category": "Agents",
"description": "Agent that uses the ReAct Framework to decide what action to take, optimized to be used with LLMs",
"inputParams": [],
"inputAnchors": [
{
"label": "Allowed Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "mrklAgentLLM_0-input-tools-Tool"
},
{
"label": "Language Model",
"name": "model",
"type": "BaseLanguageModel",
"id": "mrklAgentLLM_0-input-model-BaseLanguageModel"
}
],
"inputs": {
"tools": ["{{calculator_1.data.instance}}", "{{serper_0.data.instance}}"],
"model": "{{chatOpenAI_0.data.instance}}"
},
"outputAnchors": [
{
"id": "mrklAgentLLM_0-output-mrklAgentLLM-AgentExecutor|BaseChain|BaseLangChain",
"name": "mrklAgentLLM",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain | BaseLangChain"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1055.3271135179489,
"y": 245.36098016819074
},
"dragging": false
},
{
"width": 300,
"height": 277,
@@ -108,8 +52,8 @@
"data": {
"id": "serper_0",
"label": "Serper",
"name": "serper",
"version": 1,
"name": "serper",
"type": "Serper",
"baseClasses": ["Serper", "Tool", "StructuredTool"],
"category": "Tools",
@@ -145,20 +89,20 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 333.58931284721206,
"y": 416.98420974875927
"x": -27.71074046118335,
"y": 243.62715178281059
},
"type": "customNode",
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"inputParams": [
@@ -178,6 +122,14 @@
"label": "gpt-4",
"name": "gpt-4"
},
{
"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"
@@ -194,6 +146,10 @@
"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"
@@ -215,6 +171,7 @@
"label": "Temperature",
"name": "temperature",
"type": "number",
"step": 0.1,
"default": 0.9,
"optional": true,
"id": "chatOpenAI_0-input-temperature-number"
@@ -223,6 +180,7 @@
"label": "Max Tokens",
"name": "maxTokens",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number"
@@ -231,6 +189,7 @@
"label": "Top Probability",
"name": "topP",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-topP-number"
@@ -239,6 +198,7 @@
"label": "Frequency Penalty",
"name": "frequencyPenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
@@ -247,6 +207,7 @@
"label": "Presence Penalty",
"name": "presencePenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number"
@@ -255,6 +216,7 @@
"label": "Timeout",
"name": "timeout",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number"
@@ -266,6 +228,14 @@
"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": [
@@ -278,6 +248,7 @@
}
],
"inputs": {
"cache": "",
"modelName": "gpt-3.5-turbo",
"temperature": 0.9,
"maxTokens": "",
@@ -285,14 +256,15 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
}
],
"outputs": {},
@@ -300,20 +272,75 @@
},
"selected": false,
"positionAbsolute": {
"x": 333.58931284721206,
"y": 416.98420974875927
"x": -27.71074046118335,
"y": 243.62715178281059
},
"dragging": false
},
{
"width": 300,
"height": 280,
"id": "mrklAgentChat_0",
"position": {
"x": 1090.2058867451212,
"y": 423.2174695788541
},
"type": "customNode",
"data": {
"id": "mrklAgentChat_0",
"label": "ReAct Agent for Chat Models",
"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": [
{
"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"
}
],
"inputs": {
"tools": ["{{calculator_1.data.instance}}", "{{serper_0.data.instance}}"],
"model": "{{chatOpenAI_0.data.instance}}"
},
"outputAnchors": [
{
"id": "mrklAgentChat_0-output-mrklAgentChat-AgentExecutor|BaseChain|Runnable",
"name": "mrklAgentChat",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain | Runnable"
}
],
"outputs": {},
"selected": false
},
"positionAbsolute": {
"x": 1090.2058867451212,
"y": 423.2174695788541
},
"selected": false
}
],
"edges": [
{
"source": "calculator_1",
"sourceHandle": "calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain",
"target": "mrklAgentLLM_0",
"targetHandle": "mrklAgentLLM_0-input-tools-Tool",
"target": "mrklAgentChat_0",
"targetHandle": "mrklAgentChat_0-input-tools-Tool",
"type": "buttonedge",
"id": "calculator_1-calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain-mrklAgentLLM_0-mrklAgentLLM_0-input-tools-Tool",
"id": "calculator_1-calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
"data": {
"label": ""
}
@@ -321,21 +348,21 @@
{
"source": "serper_0",
"sourceHandle": "serper_0-output-serper-Serper|Tool|StructuredTool",
"target": "mrklAgentLLM_0",
"targetHandle": "mrklAgentLLM_0-input-tools-Tool",
"target": "mrklAgentChat_0",
"targetHandle": "mrklAgentChat_0-input-tools-Tool",
"type": "buttonedge",
"id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool-mrklAgentLLM_0-mrklAgentLLM_0-input-tools-Tool",
"id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool-mrklAgentChat_0-mrklAgentChat_0-input-tools-Tool",
"data": {
"label": ""
}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "mrklAgentLLM_0",
"targetHandle": "mrklAgentLLM_0-input-model-BaseLanguageModel",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"target": "mrklAgentChat_0",
"targetHandle": "mrklAgentChat_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-mrklAgentLLM_0-mrklAgentLLM_0-input-model-BaseLanguageModel",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-mrklAgentChat_0-mrklAgentChat_0-input-model-BaseLanguageModel",
"data": {
"label": ""
}
packages/server/marketplaces/chatflows/SQL DB Chain.json
+10 -1
View File
@@ -124,6 +124,14 @@
"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": [
@@ -143,7 +151,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/Simple Conversation Chain.json
+10 -1
View File
@@ -182,6 +182,14 @@
"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": [
@@ -201,7 +209,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/Translator.json
+10 -1
View File
@@ -193,6 +193,14 @@
"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": [
@@ -212,7 +220,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/Vectara LLM Chain Upload.json
+195 -139
View File
@@ -3,123 +3,12 @@
"nodes": [
{
"width": 300,
"height": 524,
"id": "vectaraUpload_0",
"position": { "x": 219.0098475967174, "y": 189.74396248534583 },
"type": "customNode",
"data": {
"id": "vectaraUpload_0",
"label": "Vectara Upload File",
"version": 1,
"name": "vectaraUpload",
"type": "Vectara",
"baseClasses": ["Vectara", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upload files to Vectara",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["vectaraApi"],
"id": "vectaraUpload_0-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",
"id": "vectaraUpload_0-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": "vectaraUpload_0-input-filter-string"
},
{
"label": "Sentences Before",
"name": "sentencesBefore",
"description": "Number of sentences to fetch before the matched sentence. Defaults to 2.",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectaraUpload_0-input-sentencesBefore-number"
},
{
"label": "Sentences After",
"name": "sentencesAfter",
"description": "Number of sentences to fetch after the matched sentence. Defaults to 2.",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectaraUpload_0-input-sentencesAfter-number"
},
{
"label": "Lambda",
"name": "lambda",
"description": "Improves retrieval accuracy by adjusting the balance (from 0 to 1) between neural search and keyword-based search factors.",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectaraUpload_0-input-lambda-number"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Defaults to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectaraUpload_0-input-topK-number"
}
],
"inputAnchors": [],
"inputs": {
"filter": "",
"sentencesBefore": "",
"sentencesAfter": "",
"lambda": "",
"topK": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "vectaraUpload_0-output-retriever-Vectara|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Vectara Retriever",
"type": "Vectara | VectorStoreRetriever | BaseRetriever"
},
{
"id": "vectaraUpload_0-output-vectorStore-Vectara|VectorStore",
"name": "vectorStore",
"label": "Vectara Vector Store",
"type": "Vectara | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": { "output": "retriever" },
"selected": false
},
"selected": false,
"positionAbsolute": { "x": 219.0098475967174, "y": 189.74396248534583 },
"dragging": false
},
{
"width": 300,
"height": 525,
"height": 574,
"id": "chatOpenAI_0",
"position": { "x": 669.6533996522251, "y": 177.86181519287192 },
"position": {
"x": 581.1784360612766,
"y": -229.3906666911439
},
"type": "customNode",
"data": {
"id": "chatOpenAI_0",
@@ -143,13 +32,34 @@
"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-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"
@@ -241,7 +151,7 @@
],
"inputs": {
"modelName": "gpt-3.5-turbo",
"temperature": "0.5",
"temperature": "0.6",
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
@@ -262,14 +172,20 @@
"selected": false
},
"selected": false,
"positionAbsolute": { "x": 669.6533996522251, "y": 177.86181519287192 },
"positionAbsolute": {
"x": 581.1784360612766,
"y": -229.3906666911439
},
"dragging": false
},
{
"width": 300,
"height": 481,
"height": 480,
"id": "conversationalRetrievalQAChain_0",
"position": { "x": 1135.5490908971935, "y": 201.62146241822506 },
"position": {
"x": 979.9713511176517,
"y": 200.09513217589273
},
"type": "customNode",
"data": {
"id": "conversationalRetrievalQAChain_0",
@@ -348,7 +264,7 @@
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"vectorStoreRetriever": "{{vectaraUpload_0.data.instance}}",
"vectorStoreRetriever": "{{vectara_0.data.instance}}",
"memory": "",
"returnSourceDocuments": true,
"systemMessagePrompt": "",
@@ -367,19 +283,146 @@
},
"selected": false,
"dragging": false,
"positionAbsolute": { "x": 1135.5490908971935, "y": 201.62146241822506 }
"positionAbsolute": {
"x": 979.9713511176517,
"y": 200.09513217589273
}
},
{
"width": 300,
"height": 535,
"id": "vectara_0",
"position": {
"x": 199.28476672510158,
"y": 177.63260741741112
},
"type": "customNode",
"data": {
"id": "vectara_0",
"label": "Vectara",
"version": 1,
"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_0-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_0-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_0-input-filter-string"
},
{
"label": "Sentences Before",
"name": "sentencesBefore",
"description": "Number of sentences to fetch before the matched sentence. Defaults to 2.",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectara_0-input-sentencesBefore-number"
},
{
"label": "Sentences After",
"name": "sentencesAfter",
"description": "Number of sentences to fetch after the matched sentence. Defaults to 2.",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectara_0-input-sentencesAfter-number"
},
{
"label": "Lambda",
"name": "lambda",
"description": "Improves retrieval accuracy by adjusting the balance (from 0 to 1) between neural search and keyword-based search factors.",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectara_0-input-lambda-number"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Defaults to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectara_0-input-topK-number"
}
],
"inputAnchors": [
{
"label": "Document",
"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "vectara_0-input-document-Document"
}
],
"inputs": {
"document": "",
"filter": "",
"sentencesBefore": "",
"sentencesAfter": "",
"lambda": "",
"topK": ""
},
"outputAnchors": [
{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
"id": "vectara_0-output-retriever-Vectara|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Vectara Retriever",
"type": "Vectara | VectorStoreRetriever | BaseRetriever"
},
{
"id": "vectara_0-output-vectorStore-Vectara|VectorStore",
"name": "vectorStore",
"label": "Vectara Vector Store",
"type": "Vectara | VectorStore"
}
],
"default": "retriever"
}
],
"outputs": {
"output": "retriever"
},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 199.28476672510158,
"y": 177.63260741741112
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}
],
"edges": [
{
"source": "vectaraUpload_0",
"sourceHandle": "vectaraUpload_0-output-retriever-Vectara|VectorStoreRetriever|BaseRetriever",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "vectaraUpload_0-vectaraUpload_0-output-retriever-Vectara|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"data": { "label": "" }
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
@@ -387,7 +430,20 @@
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"data": { "label": "" }
"data": {
"label": ""
}
},
{
"source": "vectara_0",
"sourceHandle": "vectara_0-output-retriever-Vectara|VectorStoreRetriever|BaseRetriever",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"type": "buttonedge",
"id": "vectara_0-vectara_0-output-retriever-Vectara|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
"label": ""
}
}
]
}
packages/server/marketplaces/chatflows/WebBrowser.json
+20 -2
View File
@@ -311,6 +311,14 @@
"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": [
@@ -330,7 +338,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -557,6 +566,14 @@
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_1-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_1-input-baseOptions-json"
}
],
"inputAnchors": [
@@ -576,7 +593,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
packages/server/marketplaces/chatflows/WebPage QnA.json
+339 -301
View File
@@ -4,173 +4,11 @@
"nodes": [
{
"width": 300,
"height": 523,
"id": "chatOpenAI_0",
"position": {
"x": 1542.965468159417,
"y": -200.10756989974368
},
"type": "customNode",
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"version": 2,
"name": "chatOpenAI",
"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"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"modelName": "gpt-3.5-turbo-16k",
"temperature": "0.9",
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
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},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
}
],
"outputs": {},
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},
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{
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"height": 329,
"id": "openAIEmbeddings_0",
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"y": 243.50917628151723
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"data": {
@@ -243,8 +81,8 @@
},
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"x": 825.9524798523752,
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},
@@ -314,7 +152,7 @@
},
{
"width": 300,
"height": 479,
"height": 480,
"id": "conversationalRetrievalQAChain_0",
"position": {
"x": 1882.5543981868987,
@@ -398,8 +236,8 @@
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"vectorStoreRetriever": "{{pineconeUpsert_0.data.instance}}",
"memory": "{{motorheadMemory_0.data.instance}}",
"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": ""
@@ -427,8 +265,8 @@
"height": 380,
"id": "cheerioWebScraper_0",
"position": {
"x": 831.9867292136466,
"y": -181.92350323746112
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@@ -525,42 +363,311 @@
},
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{
"width": 300,
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"id": "chatOpenAI_0",
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"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-4-1106-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_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"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"cache": "",
"modelName": "gpt-3.5-turbo",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": "",
"baseOptions": ""
},
"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": 1530.2074695018944,
"y": -247.5543013399219
},
"dragging": false
},
{
"width": 300,
"height": 329,
"id": "RedisBackedChatMemory_0",
"position": {
"x": 1203.0374706158896,
"y": 420.6341619933999
},
"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, the first CHAT_MESSAGE_ID will be used as sessionId",
"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,
"positionAbsolute": {
"x": 1203.0374706158896,
"y": 420.6341619933999
},
"dragging": false
},
{
"width": 300,
"height": 555,
"id": "pineconeUpsert_0",
"id": "pinecone_0",
"position": {
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"y": -167.023255532671
"x": 1194.3821796400694,
"y": -162.7324497768837
},
"type": "customNode",
"data": {
"id": "pineconeUpsert_0",
"label": "Pinecone Upsert Document",
"id": "pinecone_0",
"label": "Pinecone",
"version": 1,
"name": "pineconeUpsert",
"name": "pinecone",
"type": "Pinecone",
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upsert documents to Pinecone",
"description": "Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
"id": "pineconeUpsert_0-input-credential-credential"
"id": "pinecone_0-input-credential-credential"
},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pineconeUpsert_0-input-pineconeIndex-string"
"id": "pinecone_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
@@ -569,7 +676,15 @@
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pineconeUpsert_0-input-pineconeNamespace-string"
"id": "pinecone_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
"name": "pineconeMetadataFilter",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "pinecone_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
@@ -579,7 +694,7 @@
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pineconeUpsert_0-input-topK-number"
"id": "pinecone_0-input-topK-number"
}
],
"inputAnchors": [
@@ -588,13 +703,14 @@
"name": "document",
"type": "Document",
"list": true,
"id": "pineconeUpsert_0-input-document-Document"
"optional": true,
"id": "pinecone_0-input-document-Document"
},
{
"label": "Embeddings",
"name": "embeddings",
"type": "Embeddings",
"id": "pineconeUpsert_0-input-embeddings-Embeddings"
"id": "pinecone_0-input-embeddings-Embeddings"
}
],
"inputs": {
@@ -602,6 +718,7 @@
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "",
"pineconeNamespace": "",
"pineconeMetadataFilter": "",
"topK": ""
},
"outputAnchors": [
@@ -611,13 +728,13 @@
"type": "options",
"options": [
{
"id": "pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"id": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"name": "retriever",
"label": "Pinecone Retriever",
"type": "Pinecone | VectorStoreRetriever | BaseRetriever"
},
{
"id": "pineconeUpsert_0-output-vectorStore-Pinecone|VectorStore",
"id": "pinecone_0-output-vectorStore-Pinecone|VectorStore",
"name": "vectorStore",
"label": "Pinecone Vector Store",
"type": "Pinecone | VectorStore"
@@ -633,103 +750,13 @@
},
"selected": false,
"positionAbsolute": {
"x": 1179.6228496246993,
"y": -167.023255532671
},
"dragging": false
},
{
"width": 300,
"height": 427,
"id": "motorheadMemory_0",
"position": {
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"y": 425.69055061366237
},
"type": "customNode",
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"id": "motorheadMemory_0",
"label": "Motorhead Memory",
"version": 1,
"name": "motorheadMemory",
"type": "MotorheadMemory",
"baseClasses": ["MotorheadMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
"description": "Use Motorhead Memory to store chat conversations",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"optional": true,
"description": "Only needed when using hosted solution - https://getmetal.io",
"credentialNames": ["motorheadMemoryApi"],
"id": "motorheadMemory_0-input-credential-credential"
},
{
"label": "Base URL",
"name": "baseURL",
"type": "string",
"optional": true,
"description": "To use the online version, leave the URL blank. More details at https://getmetal.io.",
"id": "motorheadMemory_0-input-baseURL-string"
},
{
"label": "Session Id",
"name": "sessionId",
"type": "string",
"description": "If not specified, the first CHAT_MESSAGE_ID will be used as sessionId",
"default": "",
"additionalParams": true,
"optional": true,
"id": "motorheadMemory_0-input-sessionId-string"
},
{
"label": "Memory Key",
"name": "memoryKey",
"type": "string",
"default": "chat_history",
"additionalParams": true,
"id": "motorheadMemory_0-input-memoryKey-string"
}
],
"inputAnchors": [],
"inputs": {
"baseURL": "",
"sessionId": "",
"memoryKey": "chat_history"
},
"outputAnchors": [
{
"id": "motorheadMemory_0-output-motorheadMemory-MotorheadMemory|BaseChatMemory|BaseMemory",
"name": "motorheadMemory",
"label": "MotorheadMemory",
"type": "MotorheadMemory | BaseChatMemory | BaseMemory"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
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"x": 1194.3821796400694,
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},
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}
],
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{
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"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
"data": {
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}
},
{
"source": "htmlToMarkdownTextSplitter_0",
"sourceHandle": "htmlToMarkdownTextSplitter_0-output-htmlToMarkdownTextSplitter-HtmlToMarkdownTextSplitter|MarkdownTextSplitter|RecursiveCharacterTextSplitter|TextSplitter|BaseDocumentTransformer",
@@ -741,13 +768,35 @@
"label": ""
}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"target": "conversationalRetrievalQAChain_0",
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"data": {
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}
},
{
"source": "RedisBackedChatMemory_0",
"sourceHandle": "RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-memory-BaseMemory",
"type": "buttonedge",
"id": "RedisBackedChatMemory_0-RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-memory-BaseMemory",
"data": {
"label": ""
}
},
{
"source": "cheerioWebScraper_0",
"sourceHandle": "cheerioWebScraper_0-output-cheerioWebScraper-Document",
"target": "pineconeUpsert_0",
"targetHandle": "pineconeUpsert_0-input-document-Document",
"target": "pinecone_0",
"targetHandle": "pinecone_0-input-document-Document",
"type": "buttonedge",
"id": "cheerioWebScraper_0-cheerioWebScraper_0-output-cheerioWebScraper-Document-pineconeUpsert_0-pineconeUpsert_0-input-document-Document",
"id": "cheerioWebScraper_0-cheerioWebScraper_0-output-cheerioWebScraper-Document-pinecone_0-pinecone_0-input-document-Document",
"data": {
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}
@@ -755,32 +804,21 @@
{
"source": "openAIEmbeddings_0",
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "pineconeUpsert_0",
"targetHandle": "pineconeUpsert_0-input-embeddings-Embeddings",
"target": "pinecone_0",
"targetHandle": "pinecone_0-input-embeddings-Embeddings",
"type": "buttonedge",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pineconeUpsert_0-pineconeUpsert_0-input-embeddings-Embeddings",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pinecone_0-pinecone_0-input-embeddings-Embeddings",
"data": {
"label": ""
}
},
{
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"sourceHandle": "pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"source": "pinecone_0",
"sourceHandle": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"target": "conversationalRetrievalQAChain_0",
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"id": "pineconeUpsert_0-pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
"label": ""
}
},
{
"source": "motorheadMemory_0",
"sourceHandle": "motorheadMemory_0-output-motorheadMemory-MotorheadMemory|BaseChatMemory|BaseMemory",
"target": "conversationalRetrievalQAChain_0",
"targetHandle": "conversationalRetrievalQAChain_0-input-memory-BaseMemory",
"type": "buttonedge",
"id": "motorheadMemory_0-motorheadMemory_0-output-motorheadMemory-MotorheadMemory|BaseChatMemory|BaseMemory-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-memory-BaseMemory",
"id": "pinecone_0-pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-conversationalRetrievalQAChain_0-conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever",
"data": {
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}
packages/server/marketplaces/chatflows/Zapier NLA.json
-290
View File
@@ -1,290 +0,0 @@
{
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{
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{
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{
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"type": "ZapierNLA | Tool"
}
],
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}
],
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},
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{
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{
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],
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"temperature": 0.7,
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},
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],
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"y": 378.30370661617934
},
"dragging": false
}
],
"edges": [
{
"source": "zapierNLA_0",
"sourceHandle": "zapierNLA_0-output-zapierNLA-ZapierNLA|Tool",
"target": "mrklAgentLLM_0",
"targetHandle": "mrklAgentLLM_0-input-tools-Tool",
"type": "buttonedge",
"id": "zapierNLA_0-zapierNLA_0-output-zapierNLA-ZapierNLA|Tool-mrklAgentLLM_0-mrklAgentLLM_0-input-tools-Tool",
"data": {
"label": ""
}
},
{
"source": "openAI_0",
"sourceHandle": "openAI_0-output-openAI-OpenAI|BaseLLM|BaseLanguageModel",
"target": "mrklAgentLLM_0",
"targetHandle": "mrklAgentLLM_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "openAI_0-openAI_0-output-openAI-OpenAI|BaseLLM|BaseLanguageModel-mrklAgentLLM_0-mrklAgentLLM_0-input-model-BaseLanguageModel",
"data": {
"label": ""
}
}
]
}
packages/server/src/Interface.ts
+1
View File
@@ -166,6 +166,7 @@ export interface IncomingInput {
overrideConfig?: ICommonObject
socketIOClientId?: string
chatId?: string
stopNodeId?: string
}
export interface IActiveChatflows {
packages/server/src/index.ts
+34 -9
View File
@@ -135,6 +135,7 @@ export class App {
'/api/v1/chatflows/apikey/',
'/api/v1/public-chatflows',
'/api/v1/prediction/',
'/api/v1/vector/upsert/',
'/api/v1/node-icon/',
'/api/v1/components-credentials-icon/',
'/api/v1/chatflows-streaming',
@@ -1075,6 +1076,23 @@ export class App {
return res.status(201).send('OK')
})
// ----------------------------------------
// Upsert
// ----------------------------------------
this.app.post(
'/api/v1/vector/upsert/:id',
upload.array('files'),
(req: Request, res: Response, next: NextFunction) => getRateLimiter(req, res, next),
async (req: Request, res: Response) => {
await this.buildChatflow(req, res, undefined, false, true)
}
)
this.app.post('/api/v1/vector/internal-upsert/:id', async (req: Request, res: Response) => {
await this.buildChatflow(req, res, undefined, true, true)
})
// ----------------------------------------
// Prediction
// ----------------------------------------
@@ -1085,13 +1103,13 @@ export class App {
upload.array('files'),
(req: Request, res: Response, next: NextFunction) => getRateLimiter(req, res, next),
async (req: Request, res: Response) => {
await this.processPrediction(req, res, socketIO)
await this.buildChatflow(req, res, socketIO)
}
)
// Send input message and get prediction result (Internal)
this.app.post('/api/v1/internal-prediction/:id', async (req: Request, res: Response) => {
await this.processPrediction(req, res, socketIO, true)
await this.buildChatflow(req, res, socketIO, true)
})
// ----------------------------------------
@@ -1321,13 +1339,14 @@ export class App {
}
/**
* Process Prediction
* Build Chatflow
* @param {Request} req
* @param {Response} res
* @param {Server} socketIO
* @param {boolean} isInternal
* @param {boolean} isUpsert
*/
async processPrediction(req: Request, res: Response, socketIO?: Server, isInternal: boolean = false) {
async buildChatflow(req: Request, res: Response, socketIO?: Server, isInternal: boolean = false, isUpsert: boolean = false) {
try {
const chatflowid = req.params.id
let incomingInput: IncomingInput = req.body
@@ -1368,7 +1387,8 @@ export class App {
question: req.body.question ?? 'hello',
overrideConfig,
history: [],
socketIOClientId: req.body.socketIOClientId
socketIOClientId: req.body.socketIOClientId,
stopNodeId: req.body.stopNodeId
}
}
@@ -1393,7 +1413,8 @@ export class App {
this.chatflowPool.activeChatflows[chatflowid].overrideConfig,
incomingInput.overrideConfig
) &&
!isStartNodeDependOnInput(this.chatflowPool.activeChatflows[chatflowid].startingNodes, nodes)
!isStartNodeDependOnInput(this.chatflowPool.activeChatflows[chatflowid].startingNodes, nodes) &&
!isUpsert
)
}
@@ -1413,14 +1434,15 @@ export class App {
const endingNodeData = nodes.find((nd) => nd.id === endingNodeId)?.data
if (!endingNodeData) return res.status(500).send(`Ending node ${endingNodeId} data not found`)
if (endingNodeData && endingNodeData.category !== 'Chains' && endingNodeData.category !== 'Agents') {
if (endingNodeData && endingNodeData.category !== 'Chains' && endingNodeData.category !== 'Agents' && !isUpsert) {
return res.status(500).send(`Ending node must be either a Chain or Agent`)
}
if (
endingNodeData.outputs &&
Object.keys(endingNodeData.outputs).length &&
!Object.values(endingNodeData.outputs).includes(endingNodeData.name)
!Object.values(endingNodeData.outputs).includes(endingNodeData.name) &&
!isUpsert
) {
return res
.status(500)
@@ -1450,8 +1472,11 @@ export class App {
chatflowid,
this.AppDataSource,
incomingInput?.overrideConfig,
this.cachePool
this.cachePool,
isUpsert,
incomingInput.stopNodeId
)
if (isUpsert) return res.status(201).send('Successfully Upserted')
const nodeToExecute = reactFlowNodes.find((node: IReactFlowNode) => node.id === endingNodeId)
if (!nodeToExecute) return res.status(404).send(`Node ${endingNodeId} not found`)
packages/server/src/utils/index.ts
+30 -11
View File
@@ -222,7 +222,9 @@ export const buildLangchain = async (
chatflowid: string,
appDataSource: DataSource,
overrideConfig?: ICommonObject,
cachePool?: CachePool
cachePool?: CachePool,
isUpsert?: boolean,
stopNodeId?: string
) => {
const flowNodes = cloneDeep(reactFlowNodes)
@@ -254,16 +256,33 @@ export const buildLangchain = async (
if (overrideConfig) flowNodeData = replaceInputsWithConfig(flowNodeData, overrideConfig)
const reactFlowNodeData: INodeData = resolveVariables(flowNodeData, flowNodes, question, chatHistory)
logger.debug(`[server]: Initializing ${reactFlowNode.data.label} (${reactFlowNode.data.id})`)
flowNodes[nodeIndex].data.instance = await newNodeInstance.init(reactFlowNodeData, question, {
chatId,
chatflowid,
appDataSource,
databaseEntities,
logger,
cachePool
})
logger.debug(`[server]: Finished initializing ${reactFlowNode.data.label} (${reactFlowNode.data.id})`)
if (
isUpsert &&
((stopNodeId && reactFlowNodeData.id === stopNodeId) || (!stopNodeId && reactFlowNodeData.category === 'Vector Stores'))
) {
logger.debug(`[server]: Upserting ${reactFlowNode.data.label} (${reactFlowNode.data.id})`)
await newNodeInstance.vectorStoreMethods!['upsert']!.call(newNodeInstance, reactFlowNodeData, {
chatId,
chatflowid,
appDataSource,
databaseEntities,
logger,
cachePool
})
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, {
chatId,
chatflowid,
appDataSource,
databaseEntities,
logger,
cachePool
})
logger.debug(`[server]: Finished initializing ${reactFlowNode.data.label} (${reactFlowNode.data.id})`)
}
} catch (e: any) {
logger.error(e)
throw new Error(e)