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Merge branch 'main' into feature/OpenAI-Assistant

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This commit is contained in:
Henry
2023-11-28 16:24:46 +00:00
parent 1cd465a08e 28daa5b3eb
commit f36cfca87b
171 changed files with 13183 additions and 5162 deletions
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packages/server/marketplaces/chatflows/API Agent OpenAI.json
+43 -26
View File
@@ -3,7 +3,7 @@
"nodes": [
{
"width": 300,
"height": 510,
"height": 491,
"id": "openApiChain_1",
"position": {
"x": 1203.1825726424859,
@@ -13,8 +13,8 @@
"data": {
"id": "openApiChain_1",
"label": "OpenAPI Chain",
"name": "openApiChain",
"version": 1,
"name": "openApiChain",
"type": "OpenAPIChain",
"baseClasses": ["OpenAPIChain", "BaseChain"],
"category": "Chains",
@@ -78,7 +78,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_1",
"position": {
"x": 792.3201947594027,
@@ -88,8 +88,8 @@
"data": {
"id": "chatOpenAI_1",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -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": [
{
@@ -250,8 +259,8 @@
"data": {
"id": "chainTool_0",
"label": "Chain Tool",
"name": "chainTool",
"version": 1,
"name": "chainTool",
"type": "ChainTool",
"baseClasses": ["ChainTool", "DynamicTool", "Tool", "StructuredTool"],
"category": "Tools",
@@ -324,8 +333,8 @@
"data": {
"id": "openAIFunctionAgent_0",
"label": "OpenAI Function Agent",
"version": 2,
"name": "openAIFunctionAgent",
"version": 1,
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain"],
"category": "Agents",
@@ -356,11 +365,10 @@
"id": "openAIFunctionAgent_0-input-memory-BaseChatMemory"
},
{
"label": "OpenAI Chat Model",
"label": "OpenAI/Azure Chat Model",
"name": "model",
"description": "Only works with gpt-3.5-turbo-0613 and gpt-4-0613. Refer <a target=\"_blank\" href=\"https://platform.openai.com/docs/guides/gpt/function-calling\">docs</a> for more info",
"type": "BaseChatModel",
"id": "openAIFunctionAgent_0-input-model-BaseChatModel"
"type": "ChatOpenAI | AzureChatOpenAI",
"id": "openAIFunctionAgent_0-input-model-ChatOpenAI | AzureChatOpenAI"
}
],
"inputs": {
@@ -389,7 +397,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_2",
"position": {
"x": 1645.450699499575,
@@ -399,8 +407,8 @@
"data": {
"id": "chatOpenAI_2",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -510,6 +518,14 @@
"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 +545,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -561,8 +578,8 @@
"data": {
"id": "bufferMemory_0",
"label": "Buffer Memory",
"name": "bufferMemory",
"version": 1,
"name": "bufferMemory",
"type": "BufferMemory",
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
@@ -640,17 +657,6 @@
"label": ""
}
},
{
"source": "chatOpenAI_2",
"sourceHandle": "chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-model-BaseChatModel",
"type": "buttonedge",
"id": "chatOpenAI_2-chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIFunctionAgent_0-openAIFunctionAgent_0-input-model-BaseChatModel",
"data": {
"label": ""
}
},
{
"source": "bufferMemory_0",
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
@@ -661,6 +667,17 @@
"data": {
"label": ""
}
},
{
"source": "chatOpenAI_2",
"sourceHandle": "chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-model-ChatOpenAI | AzureChatOpenAI",
"type": "buttonedge",
"id": "chatOpenAI_2-chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIFunctionAgent_0-openAIFunctionAgent_0-input-model-ChatOpenAI | AzureChatOpenAI",
"data": {
"label": ""
}
}
]
}
packages/server/marketplaces/chatflows/API Agent.json
+58 -31
View File
@@ -13,8 +13,8 @@
"data": {
"id": "getApiChain_0",
"label": "GET API Chain",
"name": "getApiChain",
"version": 1,
"name": "getApiChain",
"type": "GETApiChain",
"baseClasses": ["GETApiChain", "BaseChain", "BaseLangChain"],
"category": "Chains",
@@ -24,7 +24,7 @@
"label": "API Documentation",
"name": "apiDocs",
"type": "string",
"description": "Description of how API works. Please refer to more <a target=\"_blank\" href=\"https://github.com/hwchase17/langchain/blob/master/langchain/chains/api/open_meteo_docs.py\">examples</a>",
"description": "Description of how API works. Please refer to more <a target=\"_blank\" href=\"https://github.com/langchain-ai/langchain/blob/master/libs/langchain/langchain/chains/api/open_meteo_docs.py\">examples</a>",
"rows": 4,
"id": "getApiChain_0-input-apiDocs-string"
},
@@ -102,8 +102,8 @@
"data": {
"id": "chainTool_0",
"label": "Chain Tool",
"name": "chainTool",
"version": 1,
"name": "chainTool",
"type": "ChainTool",
"baseClasses": ["ChainTool", "DynamicTool", "Tool", "StructuredTool", "BaseLangChain"],
"category": "Tools",
@@ -176,8 +176,8 @@
"data": {
"id": "bufferMemory_0",
"label": "Buffer Memory",
"name": "bufferMemory",
"version": 1,
"name": "bufferMemory",
"type": "BufferMemory",
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
@@ -233,8 +233,8 @@
"data": {
"id": "chainTool_1",
"label": "Chain Tool",
"name": "chainTool",
"version": 1,
"name": "chainTool",
"type": "ChainTool",
"baseClasses": ["ChainTool", "DynamicTool", "Tool", "StructuredTool", "BaseLangChain"],
"category": "Tools",
@@ -307,8 +307,8 @@
"data": {
"id": "postApiChain_0",
"label": "POST API Chain",
"name": "postApiChain",
"version": 1,
"name": "postApiChain",
"type": "POSTApiChain",
"baseClasses": ["POSTApiChain", "BaseChain", "BaseLangChain"],
"category": "Chains",
@@ -318,7 +318,7 @@
"label": "API Documentation",
"name": "apiDocs",
"type": "string",
"description": "Description of how API works. Please refer to more <a target=\"_blank\" href=\"https://github.com/hwchase17/langchain/blob/master/langchain/chains/api/open_meteo_docs.py\">examples</a>",
"description": "Description of how API works. Please refer to more <a target=\"_blank\" href=\"https://github.com/langchain-ai/langchain/blob/master/libs/langchain/langchain/chains/api/open_meteo_docs.py\">examples</a>",
"rows": 4,
"id": "postApiChain_0-input-apiDocs-string"
},
@@ -386,7 +386,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_2",
"position": {
"x": 572.8941615312035,
@@ -396,8 +396,8 @@
"data": {
"id": "chatOpenAI_2",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -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": [
{
@@ -548,7 +557,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_1",
"position": {
"x": 828.7788305309582,
@@ -558,8 +567,8 @@
"data": {
"id": "chatOpenAI_1",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -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": [
{
@@ -710,7 +728,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_3",
"position": {
"x": 1148.338912314111,
@@ -720,8 +738,8 @@
"data": {
"id": "chatOpenAI_3",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -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": [
@@ -843,14 +869,15 @@
}
],
"inputs": {
"modelName": "gpt-3.5-turbo",
"modelName": "gpt-3.5-turbo-16k",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -875,17 +902,17 @@
"height": 383,
"id": "conversationalAgent_0",
"position": {
"x": 2114.071431691489,
"y": 941.7926368551367
"x": 2090.570467632979,
"y": 969.5131357270544
},
"type": "customNode",
"data": {
"id": "conversationalAgent_0",
"label": "Conversational Agent",
"version": 2,
"name": "conversationalAgent",
"version": 1,
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain"],
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
"category": "Agents",
"description": "Conversational agent for a chat model. It will utilize chat specific prompts",
"inputParams": [
@@ -911,8 +938,8 @@
{
"label": "Language Model",
"name": "model",
"type": "BaseLanguageModel",
"id": "conversationalAgent_0-input-model-BaseLanguageModel"
"type": "BaseChatModel",
"id": "conversationalAgent_0-input-model-BaseChatModel"
},
{
"label": "Memory",
@@ -929,21 +956,21 @@
},
"outputAnchors": [
{
"id": "conversationalAgent_0-output-conversationalAgent-AgentExecutor|BaseChain",
"id": "conversationalAgent_0-output-conversationalAgent-AgentExecutor|BaseChain|Runnable",
"name": "conversationalAgent",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain"
"type": "AgentExecutor | BaseChain | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"dragging": false,
"positionAbsolute": {
"x": 2114.071431691489,
"y": 941.7926368551367
}
"x": 2090.570467632979,
"y": 969.5131357270544
},
"dragging": false
}
],
"edges": [
@@ -1017,9 +1044,9 @@
"source": "chatOpenAI_3",
"sourceHandle": "chatOpenAI_3-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "conversationalAgent_0",
"targetHandle": "conversationalAgent_0-input-model-BaseLanguageModel",
"targetHandle": "conversationalAgent_0-input-model-BaseChatModel",
"type": "buttonedge",
"id": "chatOpenAI_3-chatOpenAI_3-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalAgent_0-conversationalAgent_0-input-model-BaseLanguageModel",
"id": "chatOpenAI_3-chatOpenAI_3-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalAgent_0-conversationalAgent_0-input-model-BaseChatModel",
"data": {
"label": ""
}
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",
"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": 600.5963052289515,
"y": -359.24280496678995
},
"dragging": false
}
],
"edges": [
{
"source": "pineconeExistingIndex_0",
"sourceHandle": "pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore",
"target": "babyAGI_1",
"targetHandle": "babyAGI_1-input-vectorStore-VectorStore",
"source": "openAIEmbeddings_0",
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "pinecone_0",
"targetHandle": "pinecone_0-input-embeddings-Embeddings",
"type": "buttonedge",
"id": "pineconeExistingIndex_0-pineconeExistingIndex_0-output-vectorStore-Pinecone|VectorStore-babyAGI_1-babyAGI_1-input-vectorStore-VectorStore",
"id": "openAIEmbeddings_0-openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pinecone_0-pinecone_0-input-embeddings-Embeddings",
"data": {
"label": ""
}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"target": "babyAGI_1",
"targetHandle": "babyAGI_1-input-model-BaseChatModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-babyAGI_1-babyAGI_1-input-model-BaseChatModel",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-babyAGI_1-babyAGI_1-input-model-BaseChatModel",
"data": {
"label": ""
}
},
{
"source": "openAIEmbeddings_0",
"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "pineconeExistingIndex_0",
"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/Claude LLM.json
+8 -3
View File
@@ -1,5 +1,5 @@
{
"description": "Use Anthropic Claude with 100k context window to ingest whole document for QnA",
"description": "Use Anthropic Claude with 200k context window to ingest whole document for QnA",
"nodes": [
{
"width": 300,
@@ -148,7 +148,7 @@
"id": "chatAnthropic_0",
"label": "ChatAnthropic",
"name": "chatAnthropic",
"version": 2,
"version": 3,
"type": "ChatAnthropic",
"baseClasses": ["ChatAnthropic", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -171,6 +171,11 @@
"name": "claude-2",
"description": "Claude 2 latest major version, automatically get updates to the model as they are released"
},
{
"label": "claude-2.1",
"name": "claude-2.1",
"description": "Claude 2 latest full version"
},
{
"label": "claude-instant-1",
"name": "claude-instant-1",
@@ -268,7 +273,7 @@
}
],
"inputs": {
"modelName": "claude-2",
"modelName": "claude-2.1",
"temperature": 0.9,
"maxTokensToSample": "",
"topP": "",
packages/server/marketplaces/chatflows/Conversational Agent.json
+28 -19
View File
@@ -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",
@@ -52,8 +52,8 @@
"data": {
"id": "bufferMemory_1",
"label": "Buffer Memory",
"name": "bufferMemory",
"version": 1,
"name": "bufferMemory",
"type": "BufferMemory",
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
@@ -109,8 +109,8 @@
"data": {
"id": "serpAPI_0",
"label": "Serp API",
"name": "serpAPI",
"version": 1,
"name": "serpAPI",
"type": "SerpAPI",
"baseClasses": ["SerpAPI", "Tool", "StructuredTool"],
"category": "Tools",
@@ -146,7 +146,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 97.01321406237057,
@@ -156,8 +156,8 @@
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -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": [
@@ -279,14 +287,15 @@
}
],
"inputs": {
"modelName": "gpt-3.5-turbo",
"modelName": "gpt-3.5-turbo-16k",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -311,17 +320,17 @@
"height": 383,
"id": "conversationalAgent_0",
"position": {
"x": 1164.4550359451973,
"y": 283.40041124403075
"x": 1191.1524476753796,
"y": 324.2479396683294
},
"type": "customNode",
"data": {
"id": "conversationalAgent_0",
"label": "Conversational Agent",
"version": 2,
"name": "conversationalAgent",
"version": 1,
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain"],
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
"category": "Agents",
"description": "Conversational agent for a chat model. It will utilize chat specific prompts",
"inputParams": [
@@ -347,8 +356,8 @@
{
"label": "Language Model",
"name": "model",
"type": "BaseLanguageModel",
"id": "conversationalAgent_0-input-model-BaseLanguageModel"
"type": "BaseChatModel",
"id": "conversationalAgent_0-input-model-BaseChatModel"
},
{
"label": "Memory",
@@ -365,10 +374,10 @@
},
"outputAnchors": [
{
"id": "conversationalAgent_0-output-conversationalAgent-AgentExecutor|BaseChain",
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"type": "AgentExecutor | BaseChain | Runnable"
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@@ -376,8 +385,8 @@
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@@ -409,9 +418,9 @@
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}
packages/server/marketplaces/chatflows/Conversational Retrieval Agent.json
+346 -309
View File
@@ -2,168 +2,6 @@
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"badge": "POPULAR",
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@@ -248,115 +86,6 @@
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@@ -369,7 +98,7 @@
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@@ -401,10 +130,10 @@
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],
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@@ -478,7 +207,7 @@
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"retriever": "{{pinecone_0.data.instance}}"
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@@ -554,31 +283,317 @@
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@@ -590,17 +605,6 @@
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@@ -611,6 +615,39 @@
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packages/server/marketplaces/chatflows/Conversational Retrieval QA Chain.json
+345 -307
View File
@@ -4,169 +4,7 @@
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@@ -615,20 +345,317 @@
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@@ -642,33 +669,44 @@
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packages/server/marketplaces/chatflows/Flowise Docs QnA.json
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@@ -497,6 +497,14 @@
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packages/server/marketplaces/chatflows/Image Generation.json
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packages/server/marketplaces/chatflows/Input Moderation.json
+441
View File
@@ -0,0 +1,441 @@
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"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"cache": "",
"modelName": "gpt-3.5-turbo",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": "",
"baseOptions": ""
},
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"name": "chatOpenAI",
"label": "ChatOpenAI",
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}
],
"outputs": {},
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},
"selected": false,
"positionAbsolute": {
"x": 424.69244822381864,
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"dragging": false
},
{
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"height": 475,
"id": "promptTemplate_0",
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"type": "customNode",
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"label": "Prompt Template",
"version": 1,
"name": "promptTemplate",
"type": "PromptTemplate",
"baseClasses": ["PromptTemplate", "BaseStringPromptTemplate", "BasePromptTemplate", "Runnable"],
"category": "Prompts",
"description": "Schema to represent a basic prompt for an LLM",
"inputParams": [
{
"label": "Template",
"name": "template",
"type": "string",
"rows": 4,
"placeholder": "What is a good name for a company that makes {product}?",
"id": "promptTemplate_0-input-template-string"
},
{
"label": "Format Prompt Values",
"name": "promptValues",
"type": "json",
"optional": true,
"acceptVariable": true,
"list": true,
"id": "promptTemplate_0-input-promptValues-json"
}
],
"inputAnchors": [],
"inputs": {
"template": "Answer user question:\n{text}",
"promptValues": "{\"history\":\"{{chat_history}}\"}"
},
"outputAnchors": [
{
"id": "promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable",
"name": "promptTemplate",
"label": "PromptTemplate",
"type": "PromptTemplate | BaseStringPromptTemplate | BasePromptTemplate | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
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],
"edges": [
{
"source": "inputModerationOpenAI_0",
"sourceHandle": "inputModerationOpenAI_0-output-inputModerationOpenAI-Moderation|Moderation",
"target": "llmChain_0",
"targetHandle": "llmChain_0-input-inputModeration-Moderation",
"type": "buttonedge",
"id": "inputModerationOpenAI_0-inputModerationOpenAI_0-output-inputModerationOpenAI-Moderation|Moderation-llmChain_0-llmChain_0-input-inputModeration-Moderation",
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}
},
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"source": "chatOpenAI_0",
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"targetHandle": "llmChain_0-input-prompt-BasePromptTemplate",
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"id": "promptTemplate_0-promptTemplate_0-output-promptTemplate-PromptTemplate|BaseStringPromptTemplate|BasePromptTemplate|Runnable-llmChain_0-llmChain_0-input-prompt-BasePromptTemplate",
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}
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packages/server/marketplaces/chatflows/Local QnA.json
+362 -240
View File
@@ -1,20 +1,21 @@
{
"description": "QnA chain using local LLM, Embedding models, and Faiss local vector store",
"description": "QnA chain using Ollama local LLM, LocalAI embedding model, and Faiss local vector store",
"badge": "POPULAR",
"nodes": [
{
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"height": 376,
"height": 429,
"id": "recursiveCharacterTextSplitter_1",
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"label": "Recursive Character Text Splitter",
"name": "recursiveCharacterTextSplitter",
"version": 2,
"name": "recursiveCharacterTextSplitter",
"type": "RecursiveCharacterTextSplitter",
"baseClasses": ["RecursiveCharacterTextSplitter", "TextSplitter"],
"category": "Text Splitters",
@@ -65,25 +66,25 @@
},
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"x": 424.5721426652516,
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{
"width": 300,
"height": 428,
"height": 480,
"id": "conversationalRetrievalQAChain_0",
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"id": "conversationalRetrievalQAChain_0",
"label": "Conversational Retrieval QA Chain",
"name": "conversationalRetrievalQAChain",
"version": 1,
"name": "conversationalRetrievalQAChain",
"type": "ConversationalRetrievalQAChain",
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
"category": "Chains",
@@ -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": ""
},
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@@ -172,208 +173,14 @@
},
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"type": "customNode",
"data": {
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"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"
}
],
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{
"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"
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],
"inputs": {
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"embeddings": "{{localAIEmbeddings_0.data.instance}}",
"basePath": "C:\\Users\\your-folder",
"topK": ""
},
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{
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"label": "Output",
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"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"
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"type": "ChatLocalAI",
"baseClasses": ["ChatLocalAI", "BaseChatModel", "LLM", "BaseLLM", "BaseLanguageModel", "BaseLangChain"],
"category": "Chat Models",
"description": "Use local LLMs like llama.cpp, gpt4all using LocalAI",
"inputParams": [
{
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"name": "basePath",
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},
{
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"name": "modelName",
"type": "string",
"placeholder": "gpt4all-lora-quantized.bin",
"id": "chatLocalAI_0-input-modelName-string"
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{
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"default": 0.9,
"optional": true,
"id": "chatLocalAI_0-input-temperature-number"
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{
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"name": "maxTokens",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "chatLocalAI_0-input-maxTokens-number"
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{
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"optional": true,
"additionalParams": true,
"id": "chatLocalAI_0-input-topP-number"
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{
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"optional": true,
"additionalParams": true,
"id": "chatLocalAI_0-input-timeout-number"
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],
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"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatLocalAI_0-input-cache-BaseCache"
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],
"inputs": {
"basePath": "http://localhost:8080/v1",
"modelName": "ggml-gpt4all-j.bin",
"temperature": 0.9,
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{
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"type": "ChatLocalAI | BaseChatModel | LLM | BaseLLM | BaseLanguageModel | BaseLangChain"
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"id": "textFile_0",
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@@ -383,8 +190,8 @@
"data": {
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"name": "textFile",
"version": 3,
"name": "textFile",
"type": "Document",
"baseClasses": ["Document"],
"category": "Document Loaders",
@@ -465,8 +272,8 @@
"data": {
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"label": "LocalAI Embeddings",
"name": "localAIEmbeddings",
"version": 1,
"name": "localAIEmbeddings",
"type": "LocalAI Embeddings",
"baseClasses": ["LocalAI Embeddings", "Embeddings"],
"category": "Embeddings",
@@ -509,31 +316,324 @@
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"default": "http://localhost:11434",
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{
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"type": "string",
"placeholder": "llama2",
"id": "chatOllama_0-input-modelName-string"
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{
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"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",
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"id": "chatOllama_0-input-temperature-number"
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{
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"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",
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"id": "chatOllama_0-input-topP-number"
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"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",
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"optional": true,
"additionalParams": true,
"id": "chatOllama_0-input-topK-number"
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"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"
},
{
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"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"
},
{
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"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"
},
{
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"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"
},
{
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"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": [
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"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": [
{
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"name": "chatOllama",
"label": "ChatOllama",
"type": "ChatOllama | SimpleChatModel | BaseChatModel | BaseLanguageModel | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
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},
{
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"height": 458,
"id": "faiss_0",
"position": {
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"y": 520.9300176396024
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"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"
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],
"inputAnchors": [
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"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"
},
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},
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}
],
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}
},
{
"source": "recursiveCharacterTextSplitter_1",
"sourceHandle": "recursiveCharacterTextSplitter_1-output-recursiveCharacterTextSplitter-RecursiveCharacterTextSplitter|TextSplitter",
@@ -546,12 +646,23 @@
}
},
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"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",
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},
{
"source": "textFile_0",
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@@ -559,10 +670,21 @@
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"targetHandle": "faissUpsert_0-input-embeddings-Embeddings",
"target": "faiss_0",
"targetHandle": "faiss_0-input-embeddings-Embeddings",
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"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",
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}
},
{
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packages/server/marketplaces/chatflows/Long Term Memory.json
+398 -317
View File
@@ -1,20 +1,20 @@
{
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"description": "Use long term memory like Zep to differentiate conversations between users with sessionId",
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"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
"category": "Chains",
@@ -87,7 +87,7 @@
],
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"vectorStoreRetriever": "{{qdrant_0.data.instance}}",
"memory": "{{ZepMemory_0.data.instance}}",
"returnSourceDocuments": true
},
@@ -104,170 +104,8 @@
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},
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"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number"
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"id": "chatOpenAI_0-input-topP-number"
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"additionalParams": true,
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},
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},
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@@ -283,8 +121,8 @@
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@@ -355,129 +193,20 @@
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@@ -600,46 +329,365 @@
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"sourceHandle": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"target": "pineconeExistingIndex_0",
"targetHandle": "pineconeExistingIndex_0-input-embeddings-Embeddings",
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}
},
{
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"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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"targetHandle": "conversationalRetrievalQAChain_0-input-model-BaseLanguageModel",
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"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",
"data": {
"label": ""
}
},
{
"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",
"nodes": [
{
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"height": 480,
"id": "conversationalRetrievalQAChain_0",
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{
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"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.",
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},
{
"label": "Chain Option",
"name": "chainOption",
"type": "options",
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{
"label": "MapReduceDocumentsChain",
"name": "map_reduce",
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},
{
"label": "RefineDocumentsChain",
"name": "refine",
"description": "Suitable for QA tasks over a large number of documents."
},
{
"label": "StuffDocumentsChain",
"name": "stuff",
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}
],
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},
{
"label": "Vector Store Retriever",
"name": "vectorStoreRetriever",
"type": "BaseRetriever",
"id": "conversationalRetrievalQAChain_0-input-vectorStoreRetriever-BaseRetriever"
},
{
"label": "Memory",
"name": "memory",
"type": "BaseMemory",
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"description": "If left empty, a default BufferMemory will be used",
"id": "conversationalRetrievalQAChain_0-input-memory-BaseMemory"
}
],
"inputs": {
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"vectorStoreRetriever": "{{pineconeExistingIndex_0.data.instance}}"
},
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{
"id": "conversationalRetrievalQAChain_0-output-conversationalRetrievalQAChain-ConversationalRetrievalQAChain|BaseChain|BaseLangChain",
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"label": "ConversationalRetrievalQAChain",
"type": "ConversationalRetrievalQAChain | BaseChain | BaseLangChain"
}
],
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},
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},
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},
{
"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",
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"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",
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}
],
"outputs": {},
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},
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{
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"id": "openAIEmbeddings_0",
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},
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"data": {
"id": "openAIEmbeddings_0",
"label": "OpenAI Embeddings",
"name": "openAIEmbeddings",
"version": 1,
"type": "OpenAIEmbeddings",
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
"category": "Embeddings",
"description": "OpenAI API to generate embeddings for a given text",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "openAIEmbeddings_0-input-credential-credential"
},
{
"label": "Strip New Lines",
"name": "stripNewLines",
"type": "boolean",
"optional": true,
"additionalParams": true,
"id": "openAIEmbeddings_0-input-stripNewLines-boolean"
},
{
"label": "Batch Size",
"name": "batchSize",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAIEmbeddings_0-input-batchSize-number"
},
{
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"optional": true,
"additionalParams": true,
"id": "openAIEmbeddings_0-input-timeout-number"
},
{
"label": "BasePath",
"name": "basepath",
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"optional": true,
"additionalParams": true,
"id": "openAIEmbeddings_0-input-basepath-string"
}
],
"inputAnchors": [],
"inputs": {
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"batchSize": "",
"timeout": "",
"basepath": ""
},
"outputAnchors": [
{
"id": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"name": "openAIEmbeddings",
"label": "OpenAIEmbeddings",
"type": "OpenAIEmbeddings | Embeddings"
}
],
"outputs": {},
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},
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},
{
"width": 300,
"height": 505,
"id": "pineconeExistingIndex_0",
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"y": 542.8247838029442
},
"type": "customNode",
"data": {
"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": [
{
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"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
},
"selected": false,
"positionAbsolute": {
"x": 1194.8300385699242,
"y": 542.8247838029442
},
"dragging": false
}
],
"edges": [
{
"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",
"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": {
"label": ""
}
},
{
"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": ""
}
}
]
}
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",
"version": 1,
"name": "conversationalRetrievalQAChain",
"type": "ConversationalRetrievalQAChain",
"baseClasses": ["ConversationalRetrievalQAChain", "BaseChain", "BaseLangChain"],
"category": "Chains",
@@ -322,7 +323,7 @@
],
"inputs": {
"model": "{{chatOpenAI_0.data.instance}}",
"vectorStoreRetriever": "{{pineconeUpsert_0.data.instance}}"
"vectorStoreRetriever": "{{pinecone_0.data.instance}}"
},
"outputAnchors": [
{
@@ -342,290 +343,20 @@
},
"dragging": false
},
{
"width": 300,
"height": 555,
"id": "pineconeUpsert_0",
"position": {
"x": 1161.2426252201622,
"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": [
{
"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",
"type": "options",
"options": [
{
"id": "pineconeUpsert_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever",
"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": {
"output": "retriever"
},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1161.2426252201622,
"y": 549.7917156049002
},
"dragging": false
},
{
"width": 300,
"height": 523,
"id": "chatOpenAI_0",
"position": {
"x": 1164.9667590264419,
"y": -44.2076264967032
},
"type": "customNode",
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
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{
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{
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],
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"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
},
{
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"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number"
},
{
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"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number"
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"id": "chatOpenAI_0-input-basepath-string"
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"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
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"temperature": 0.9,
"maxTokens": "",
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"presencePenalty": "",
"timeout": "",
"basepath": ""
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
}
],
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},
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"positionAbsolute": {
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{
"width": 300,
"height": 329,
"id": "openAIEmbeddings_0",
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"label": "OpenAI Embeddings",
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"version": 1,
"name": "openAIEmbeddings",
"type": "OpenAIEmbeddings",
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
"category": "Embeddings",
@@ -691,8 +422,316 @@
},
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"x": 761.6417182278027,
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{
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"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": [
{
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"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "chatOpenAI_0-input-credential-credential"
},
{
"label": "Model Name",
"name": "modelName",
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"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",
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},
{
"label": "gpt-4-32k-0613",
"name": "gpt-4-32k-0613"
},
{
"label": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo"
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{
"label": "gpt-3.5-turbo-1106",
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},
{
"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",
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"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-topP-number"
},
{
"label": "Frequency Penalty",
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"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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"optional": true,
"additionalParams": true,
"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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"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
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"cache": "",
"modelName": "gpt-3.5-turbo-16k",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
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"baseOptions": ""
},
"outputAnchors": [
{
"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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{
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"id": "pinecone_0",
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"label": "Pinecone",
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"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",
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"type": "json",
"optional": true,
"additionalParams": true,
"id": "pinecone_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
"name": "topK",
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"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
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"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": {
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}
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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File diff suppressed because it is too large Load Diff
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
+31 -23
View File
@@ -13,8 +13,8 @@
"data": {
"id": "calculator_0",
"label": "Calculator",
"name": "calculator",
"version": 1,
"name": "calculator",
"type": "Calculator",
"baseClasses": ["Calculator", "Tool", "StructuredTool", "BaseLangChain", "Serializable"],
"category": "Tools",
@@ -52,8 +52,8 @@
"data": {
"id": "bufferMemory_0",
"label": "Buffer Memory",
"name": "bufferMemory",
"version": 1,
"name": "bufferMemory",
"type": "BufferMemory",
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
@@ -109,8 +109,8 @@
"data": {
"id": "customTool_0",
"label": "Custom Tool",
"name": "customTool",
"version": 1,
"name": "customTool",
"type": "CustomTool",
"baseClasses": ["CustomTool", "Tool", "StructuredTool"],
"category": "Tools",
@@ -158,8 +158,8 @@
"data": {
"id": "serper_0",
"label": "Serper",
"name": "serper",
"version": 1,
"name": "serper",
"type": "Serper",
"baseClasses": ["Serper", "Tool", "StructuredTool"],
"category": "Tools",
@@ -205,8 +205,8 @@
"data": {
"id": "openAIFunctionAgent_0",
"label": "OpenAI Function Agent",
"version": 2,
"name": "openAIFunctionAgent",
"version": 1,
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain"],
"category": "Agents",
@@ -237,11 +237,10 @@
"id": "openAIFunctionAgent_0-input-memory-BaseChatMemory"
},
{
"label": "OpenAI Chat Model",
"label": "OpenAI/Azure Chat Model",
"name": "model",
"description": "Only works with gpt-3.5-turbo-0613 and gpt-4-0613. Refer <a target=\"_blank\" href=\"https://platform.openai.com/docs/guides/gpt/function-calling\">docs</a> for more info",
"type": "BaseChatModel",
"id": "openAIFunctionAgent_0-input-model-BaseChatModel"
"type": "ChatOpenAI | AzureChatOpenAI",
"id": "openAIFunctionAgent_0-input-model-ChatOpenAI | AzureChatOpenAI"
}
],
"inputs": {
@@ -270,7 +269,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 817.8210275868742,
@@ -280,8 +279,8 @@
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -391,6 +390,14 @@
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
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"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-baseOptions-json"
}
],
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@@ -410,7 +417,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
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"basepath": "",
"baseOptions": ""
},
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{
@@ -465,17 +473,6 @@
"label": ""
}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-model-BaseChatModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIFunctionAgent_0-openAIFunctionAgent_0-input-model-BaseChatModel",
"data": {
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}
},
{
"source": "bufferMemory_0",
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
@@ -486,6 +483,17 @@
"data": {
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}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-model-ChatOpenAI | AzureChatOpenAI",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIFunctionAgent_0-openAIFunctionAgent_0-input-model-ChatOpenAI | AzureChatOpenAI",
"data": {
"label": ""
}
}
]
}
packages/server/marketplaces/chatflows/Prompt Chaining with VectorStore.json
+652 -570
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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 @@
},
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"positionAbsolute": {
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"y": 416.98420974875927
"x": -27.71074046118335,
"y": 243.62715178281059
},
"dragging": false
},
{
"width": 300,
"height": 280,
"id": "mrklAgentChat_0",
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"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": {
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"y": 423.2174695788541
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"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",
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}
@@ -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",
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}
},
{
"source": "chatOpenAI_0",
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"target": "mrklAgentLLM_0",
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"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"
}
],
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@@ -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": [
{
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"height": 524,
"id": "vectaraUpload_0",
"position": { "x": 219.0098475967174, "y": 189.74396248534583 },
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"label": "Vectara Upload File",
"version": 1,
"name": "vectaraUpload",
"type": "Vectara",
"baseClasses": ["Vectara", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upload files to Vectara",
"inputParams": [
{
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"name": "credential",
"type": "credential",
"credentialNames": ["vectaraApi"],
"id": "vectaraUpload_0-input-credential-credential"
},
{
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"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"
},
{
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"name": "sentencesBefore",
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"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": {
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"sentencesAfter": "",
"lambda": "",
"topK": ""
},
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{
"name": "output",
"label": "Output",
"type": "options",
"options": [
{
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"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" },
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},
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{
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"data": {
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@@ -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"
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{
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"name": "gpt-4-0613"
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{
"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"
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{
"label": "gpt-3.5-turbo-0613",
"name": "gpt-3.5-turbo-0613"
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{
"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 @@
],
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"temperature": "0.5",
"temperature": "0.6",
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"topP": "",
"frequencyPenalty": "",
@@ -262,14 +172,20 @@
"selected": false
},
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{
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"height": 480,
"id": "conversationalRetrievalQAChain_0",
"position": { "x": 1135.5490908971935, "y": 201.62146241822506 },
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"data": {
"id": "conversationalRetrievalQAChain_0",
@@ -348,7 +264,7 @@
],
"inputs": {
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"vectorStoreRetriever": "{{vectaraUpload_0.data.instance}}",
"vectorStoreRetriever": "{{vectara_0.data.instance}}",
"memory": "",
"returnSourceDocuments": true,
"systemMessagePrompt": "",
@@ -367,19 +283,146 @@
},
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{
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"optional": true,
"id": "vectara_0-input-file-file"
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{
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"type": "string",
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{
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"additionalParams": true,
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"id": "vectara_0-input-sentencesBefore-number"
},
{
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"additionalParams": true,
"optional": true,
"id": "vectara_0-input-sentencesAfter-number"
},
{
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"additionalParams": true,
"optional": true,
"id": "vectara_0-input-lambda-number"
},
{
"label": "Top K",
"name": "topK",
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"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "vectara_0-input-topK-number"
}
],
"inputAnchors": [
{
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"name": "document",
"type": "Document",
"list": true,
"optional": true,
"id": "vectara_0-input-document-Document"
}
],
"inputs": {
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"lambda": "",
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},
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"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"
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],
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},
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{
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@@ -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
+114 -96
View File
@@ -13,8 +13,8 @@
"data": {
"id": "bufferMemory_0",
"label": "Buffer Memory",
"name": "bufferMemory",
"version": 1,
"name": "bufferMemory",
"type": "BufferMemory",
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
@@ -70,8 +70,8 @@
"data": {
"id": "webBrowser_0",
"label": "Web Browser",
"name": "webBrowser",
"version": 1,
"name": "webBrowser",
"type": "WebBrowser",
"baseClasses": ["WebBrowser", "Tool", "StructuredTool", "BaseLangChain"],
"category": "Tools",
@@ -115,82 +115,7 @@
},
{
"width": 300,
"height": 383,
"id": "conversationalAgent_0",
"position": {
"x": 1464.513303631911,
"y": 155.73036805253955
},
"type": "customNode",
"data": {
"id": "conversationalAgent_0",
"label": "Conversational Agent",
"name": "conversationalAgent",
"version": 1,
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain"],
"category": "Agents",
"description": "Conversational agent for a chat model. It will utilize chat specific prompts",
"inputParams": [
{
"label": "System Message",
"name": "systemMessage",
"type": "string",
"rows": 4,
"default": "Assistant is a large language model trained by OpenAI.\n\nAssistant is designed to be able to assist with a wide range of tasks, from answering simple questions to providing in-depth explanations and discussions on a wide range of topics. As a language model, Assistant is able to generate human-like text based on the input it receives, allowing it to engage in natural-sounding conversations and provide responses that are coherent and relevant to the topic at hand.\n\nAssistant is constantly learning and improving, and its capabilities are constantly evolving. It is able to process and understand large amounts of text, and can use this knowledge to provide accurate and informative responses to a wide range of questions. Additionally, Assistant is able to generate its own text based on the input it receives, allowing it to engage in discussions and provide explanations and descriptions on a wide range of topics.\n\nOverall, Assistant is a powerful system that can help with a wide range of tasks and provide valuable insights and information on a wide range of topics. Whether you need help with a specific question or just want to have a conversation about a particular topic, Assistant is here to assist.",
"optional": true,
"additionalParams": true,
"id": "conversationalAgent_0-input-systemMessage-string"
}
],
"inputAnchors": [
{
"label": "Allowed Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "conversationalAgent_0-input-tools-Tool"
},
{
"label": "Language Model",
"name": "model",
"type": "BaseLanguageModel",
"id": "conversationalAgent_0-input-model-BaseLanguageModel"
},
{
"label": "Memory",
"name": "memory",
"type": "BaseChatMemory",
"id": "conversationalAgent_0-input-memory-BaseChatMemory"
}
],
"inputs": {
"tools": ["{{webBrowser_0.data.instance}}"],
"model": "{{chatOpenAI_1.data.instance}}",
"memory": "{{bufferMemory_0.data.instance}}",
"systemMessage": "Assistant is a large language model trained by OpenAI.\n\nAssistant is designed to be able to assist with a wide range of tasks, from answering simple questions to providing in-depth explanations and discussions on a wide range of topics. As a language model, Assistant is able to generate human-like text based on the input it receives, allowing it to engage in natural-sounding conversations and provide responses that are coherent and relevant to the topic at hand.\n\nAssistant is constantly learning and improving, and its capabilities are constantly evolving. It is able to process and understand large amounts of text, and can use this knowledge to provide accurate and informative responses to a wide range of questions. Additionally, Assistant is able to generate its own text based on the input it receives, allowing it to engage in discussions and provide explanations and descriptions on a wide range of topics.\n\nOverall, Assistant is a powerful system that can help with a wide range of tasks and provide valuable insights and information on a wide range of topics. Whether you need help with a specific question or just want to have a conversation about a particular topic, Assistant is here to assist."
},
"outputAnchors": [
{
"id": "conversationalAgent_0-output-conversationalAgent-AgentExecutor|BaseChain",
"name": "conversationalAgent",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1464.513303631911,
"y": 155.73036805253955
},
"dragging": false
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 734.7477982032904,
@@ -200,8 +125,8 @@
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -311,6 +236,14 @@
"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 +263,8 @@
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -362,8 +296,8 @@
"data": {
"id": "openAIEmbeddings_0",
"label": "OpenAI Embeddings",
"name": "openAIEmbeddings",
"version": 1,
"name": "openAIEmbeddings",
"type": "OpenAIEmbeddings",
"baseClasses": ["OpenAIEmbeddings", "Embeddings"],
"category": "Embeddings",
@@ -436,7 +370,7 @@
},
{
"width": 300,
"height": 523,
"height": 574,
"id": "chatOpenAI_1",
"position": {
"x": 68.312124033115,
@@ -446,8 +380,8 @@
"data": {
"id": "chatOpenAI_1",
"label": "ChatOpenAI",
"name": "chatOpenAI",
"version": 2,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
"category": "Chat Models",
@@ -557,6 +491,14 @@
"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": [
@@ -569,14 +511,15 @@
}
],
"inputs": {
"modelName": "gpt-3.5-turbo",
"modelName": "gpt-3.5-turbo-16k",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
"basepath": "",
"baseOptions": ""
},
"outputAnchors": [
{
@@ -595,6 +538,81 @@
"y": -239.65476709991256
},
"dragging": false
},
{
"width": 300,
"height": 383,
"id": "conversationalAgent_0",
"position": {
"x": 1518.944765840293,
"y": 212.2513364217197
},
"type": "customNode",
"data": {
"id": "conversationalAgent_0",
"label": "Conversational Agent",
"version": 2,
"name": "conversationalAgent",
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
"category": "Agents",
"description": "Conversational agent for a chat model. It will utilize chat specific prompts",
"inputParams": [
{
"label": "System Message",
"name": "systemMessage",
"type": "string",
"rows": 4,
"default": "Assistant is a large language model trained by OpenAI.\n\nAssistant is designed to be able to assist with a wide range of tasks, from answering simple questions to providing in-depth explanations and discussions on a wide range of topics. As a language model, Assistant is able to generate human-like text based on the input it receives, allowing it to engage in natural-sounding conversations and provide responses that are coherent and relevant to the topic at hand.\n\nAssistant is constantly learning and improving, and its capabilities are constantly evolving. It is able to process and understand large amounts of text, and can use this knowledge to provide accurate and informative responses to a wide range of questions. Additionally, Assistant is able to generate its own text based on the input it receives, allowing it to engage in discussions and provide explanations and descriptions on a wide range of topics.\n\nOverall, Assistant is a powerful system that can help with a wide range of tasks and provide valuable insights and information on a wide range of topics. Whether you need help with a specific question or just want to have a conversation about a particular topic, Assistant is here to assist.",
"optional": true,
"additionalParams": true,
"id": "conversationalAgent_0-input-systemMessage-string"
}
],
"inputAnchors": [
{
"label": "Allowed Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "conversationalAgent_0-input-tools-Tool"
},
{
"label": "Language Model",
"name": "model",
"type": "BaseChatModel",
"id": "conversationalAgent_0-input-model-BaseChatModel"
},
{
"label": "Memory",
"name": "memory",
"type": "BaseChatMemory",
"id": "conversationalAgent_0-input-memory-BaseChatMemory"
}
],
"inputs": {
"tools": ["{{webBrowser_0.data.instance}}"],
"model": "{{chatOpenAI_1.data.instance}}",
"memory": "{{bufferMemory_0.data.instance}}",
"systemMessage": "Assistant is a large language model trained by OpenAI.\n\nAssistant is designed to be able to assist with a wide range of tasks, from answering simple questions to providing in-depth explanations and discussions on a wide range of topics. As a language model, Assistant is able to generate human-like text based on the input it receives, allowing it to engage in natural-sounding conversations and provide responses that are coherent and relevant to the topic at hand.\n\nAssistant is constantly learning and improving, and its capabilities are constantly evolving. It is able to process and understand large amounts of text, and can use this knowledge to provide accurate and informative responses to a wide range of questions. Additionally, Assistant is able to generate its own text based on the input it receives, allowing it to engage in discussions and provide explanations and descriptions on a wide range of topics.\n\nOverall, Assistant is a powerful system that can help with a wide range of tasks and provide valuable insights and information on a wide range of topics. Whether you need help with a specific question or just want to have a conversation about a particular topic, Assistant is here to assist."
},
"outputAnchors": [
{
"id": "conversationalAgent_0-output-conversationalAgent-AgentExecutor|BaseChain|Runnable",
"name": "conversationalAgent",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
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"y": 212.2513364217197
},
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}
],
"edges": [
@@ -620,17 +638,6 @@
"label": ""
}
},
{
"source": "chatOpenAI_1",
"sourceHandle": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "conversationalAgent_0",
"targetHandle": "conversationalAgent_0-input-model-BaseLanguageModel",
"type": "buttonedge",
"id": "chatOpenAI_1-chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalAgent_0-conversationalAgent_0-input-model-BaseLanguageModel",
"data": {
"label": ""
}
},
{
"source": "webBrowser_0",
"sourceHandle": "webBrowser_0-output-webBrowser-WebBrowser|Tool|StructuredTool|BaseLangChain",
@@ -642,6 +649,17 @@
"label": ""
}
},
{
"source": "chatOpenAI_1",
"sourceHandle": "chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "conversationalAgent_0",
"targetHandle": "conversationalAgent_0-input-model-BaseChatModel",
"type": "buttonedge",
"id": "chatOpenAI_1-chatOpenAI_1-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-conversationalAgent_0-conversationalAgent_0-input-model-BaseChatModel",
"data": {
"label": ""
}
},
{
"source": "bufferMemory_0",
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
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
},
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"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"
}
],
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{
"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": "",
"presencePenalty": "",
"timeout": "",
"basepath": ""
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
}
],
"outputs": {},
"selected": false
},
"positionAbsolute": {
"x": 1542.965468159417,
"y": -200.10756989974368
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"selected": false,
"dragging": false
},
{
"width": 300,
"height": 328,
"height": 329,
"id": "openAIEmbeddings_0",
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"y": 253.8955254525015
"x": 825.9524798523752,
"y": 243.50917628151723
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"data": {
@@ -243,8 +81,8 @@
},
"selected": false,
"positionAbsolute": {
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"y": 253.8955254525015
"x": 825.9524798523752,
"y": 243.50917628151723
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"dragging": false
},
@@ -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
"x": 825.0624964329904,
"y": -183.65456143262517
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@@ -525,42 +363,311 @@
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"x": 825.0624964329904,
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{
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"id": "chatOpenAI_0",
"label": "ChatOpenAI",
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"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
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{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "chatOpenAI_0-input-credential-credential"
},
{
"label": "Model Name",
"name": "modelName",
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"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"
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{
"label": "gpt-3.5-turbo-1106",
"name": "gpt-3.5-turbo-1106"
},
{
"label": "gpt-3.5-turbo-0613",
"name": "gpt-3.5-turbo-0613"
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{
"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"
},
{
"label": "Temperature",
"name": "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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"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-topP-number"
},
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"label": "Frequency Penalty",
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"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
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"optional": true,
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"id": "chatOpenAI_0-input-timeout-number"
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"id": "chatOpenAI_0-input-basepath-string"
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"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": {
"x": 1179.6228496246993,
"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": {
"x": 1202.1545938923578,
"y": 425.69055061366237
},
"type": "customNode",
"data": {
"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": {
"x": 1202.1545938923578,
"y": 425.69055061366237
"x": 1194.3821796400694,
"y": -162.7324497768837
},
"dragging": false
}
],
"edges": [
{
"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",
"data": {
"label": ""
}
},
{
"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",
"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": ""
}
},
{
"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": {
"label": ""
}
@@ -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": ""
}
},
{
"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",
"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": {
"label": ""
}
packages/server/marketplaces/chatflows/Zapier NLA.json
-290
View File
@@ -1,290 +0,0 @@
{
"description": "An agent that uses Zapier NLA to accesss apps and actions on Zapier's platform",
"nodes": [
{
"width": 300,
"height": 278,
"id": "zapierNLA_0",
"position": {
"x": 546.0561178227484,
"y": 83.03303671691799
},
"type": "customNode",
"data": {
"id": "zapierNLA_0",
"label": "Zapier NLA",
"name": "zapierNLA",
"version": 1,
"type": "ZapierNLA",
"baseClasses": ["ZapierNLA", "Tool"],
"category": "Tools",
"description": "Access to apps and actions on Zapier's platform through a natural language API interface",
"inputParams": [
{
"label": "Zapier NLA Api Key",
"name": "apiKey",
"type": "password",
"id": "zapierNLA_0-input-apiKey-password"
}
],
"inputAnchors": [],
"inputs": {},
"outputAnchors": [
{
"id": "zapierNLA_0-output-zapierNLA-ZapierNLA|Tool",
"name": "zapierNLA",
"label": "ZapierNLA",
"type": "ZapierNLA | Tool"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 546.0561178227484,
"y": 83.03303671691799
},
"dragging": false
},
{
"width": 300,
"height": 280,
"id": "mrklAgentLLM_0",
"position": {
"x": 1002.5779315680477,
"y": 329.9701389591812
},
"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": ["{{zapierNLA_0.data.instance}}"],
"model": "{{openAI_0.data.instance}}"
},
"outputAnchors": [
{
"id": "mrklAgentLLM_0-output-mrklAgentLLM-AgentExecutor|BaseChain|BaseLangChain",
"name": "mrklAgentLLM",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain | BaseLangChain"
}
],
"outputs": {},
"selected": false
},
"positionAbsolute": {
"x": 1002.5779315680477,
"y": 329.9701389591812
},
"selected": false
},
{
"width": 300,
"height": 523,
"id": "openAI_0",
"position": {
"x": 550.5957793208096,
"y": 378.30370661617934
},
"type": "customNode",
"data": {
"id": "openAI_0",
"label": "OpenAI",
"name": "openAI",
"version": 3,
"type": "OpenAI",
"baseClasses": ["OpenAI", "BaseLLM", "BaseLanguageModel"],
"category": "LLMs",
"description": "Wrapper around OpenAI large language models",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "openAI_0-input-credential-credential"
},
{
"label": "Model Name",
"name": "modelName",
"type": "options",
"options": [
{
"label": "gpt-3.5-turbo-instruct",
"name": "gpt-3.5-turbo-instruct"
},
{
"label": "babbage-002",
"name": "babbage-002"
},
{
"label": "davinci-002",
"name": "davinci-002"
}
],
"default": "gpt-3.5-turbo-instruct",
"optional": true,
"id": "openAI_0-input-modelName-options"
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"default": 0.7,
"optional": true,
"id": "openAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
"name": "maxTokens",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAI_0-input-maxTokens-number"
},
{
"label": "Top Probability",
"name": "topP",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAI_0-input-topP-number"
},
{
"label": "Best Of",
"name": "bestOf",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAI_0-input-bestOf-number"
},
{
"label": "Frequency Penalty",
"name": "frequencyPenalty",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAI_0-input-frequencyPenalty-number"
},
{
"label": "Presence Penalty",
"name": "presencePenalty",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAI_0-input-presencePenalty-number"
},
{
"label": "Batch Size",
"name": "batchSize",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAI_0-input-batchSize-number"
},
{
"label": "Timeout",
"name": "timeout",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAI_0-input-timeout-number"
},
{
"label": "BasePath",
"name": "basepath",
"type": "string",
"optional": true,
"additionalParams": true,
"id": "openAI_0-input-basepath-string"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "openAI_0-input-cache-BaseCache"
}
],
"inputs": {
"modelName": "gpt-3.5-turbo-instruct",
"temperature": 0.7,
"maxTokens": "",
"topP": "",
"bestOf": "",
"frequencyPenalty": "",
"presencePenalty": "",
"batchSize": "",
"timeout": "",
"basepath": ""
},
"outputAnchors": [
{
"id": "openAI_0-output-openAI-OpenAI|BaseLLM|BaseLanguageModel",
"name": "openAI",
"label": "OpenAI",
"type": "OpenAI | BaseLLM | BaseLanguageModel"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 550.5957793208096,
"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/package.json
+3 -3
View File
@@ -1,6 +1,6 @@
{
"name": "flowise",
"version": "1.4.0-rc.1",
"version": "1.4.3",
"description": "Flowiseai Server",
"main": "dist/index",
"types": "dist/index.d.ts",
@@ -54,8 +54,8 @@
"express": "^4.17.3",
"express-basic-auth": "^1.2.1",
"express-rate-limit": "^6.9.0",
"flowise-components": "1.4.0-rc.1",
"flowise-ui": "1.4.0-rc.1",
"flowise-components": "*",
"flowise-ui": "*",
"moment-timezone": "^0.5.34",
"multer": "^1.4.5-lts.1",
"mysql": "^2.18.1",
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/database/entities/ChatFlow.ts
+3
View File
@@ -36,4 +36,7 @@ export class ChatFlow implements IChatFlow {
@UpdateDateColumn()
updatedDate: Date
@Column({ nullable: true, type: 'text' })
category?: string
}
packages/server/src/database/migrations/mysql/1699900910291-AddCategoryToChatFlow.ts
+12
View File
@@ -0,0 +1,12 @@
import { MigrationInterface, QueryRunner } from 'typeorm'
export class AddCategoryToChatFlow1699900910291 implements MigrationInterface {
public async up(queryRunner: QueryRunner): Promise<void> {
const columnExists = await queryRunner.hasColumn('chat_flow', 'category')
if (!columnExists) queryRunner.query(`ALTER TABLE \`chat_flow\` ADD COLUMN \`category\` TEXT;`)
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`ALTER TABLE \`chat_flow\` DROP COLUMN \`category\`;`)
}
}
packages/server/src/database/migrations/mysql/index.ts
+2
View File
@@ -8,6 +8,7 @@ import { AddAnalytic1694432361423 } from './1694432361423-AddAnalytic'
import { AddChatHistory1694658767766 } from './1694658767766-AddChatHistory'
import { AddAssistantEntity1699325775451 } from './1699325775451-AddAssistantEntity'
import { AddUsedToolsToChatMessage1699481607341 } from './1699481607341-AddUsedToolsToChatMessage'
import { AddCategoryToChatFlow1699900910291 } from './1699900910291-AddCategoryToChatFlow'
import { AddFileAnnotationsToChatMessage1700271021237 } from './1700271021237-AddFileAnnotationsToChatMessage'
export const mysqlMigrations = [
@@ -21,5 +22,6 @@ export const mysqlMigrations = [
AddChatHistory1694658767766,
AddAssistantEntity1699325775451,
AddUsedToolsToChatMessage1699481607341,
AddCategoryToChatFlow1699900910291,
AddFileAnnotationsToChatMessage1700271021237
]
packages/server/src/database/migrations/postgres/1699900910291-AddCategoryToChatFlow.ts
+11
View File
@@ -0,0 +1,11 @@
import { MigrationInterface, QueryRunner } from 'typeorm'
export class AddCategoryToChatFlow1699900910291 implements MigrationInterface {
public async up(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`ALTER TABLE "chat_flow" ADD COLUMN IF NOT EXISTS "category" TEXT;`)
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`ALTER TABLE "chat_flow" DROP COLUMN "category";`)
}
}
packages/server/src/database/migrations/postgres/index.ts
+2
View File
@@ -8,6 +8,7 @@ import { AddAnalytic1694432361423 } from './1694432361423-AddAnalytic'
import { AddChatHistory1694658756136 } from './1694658756136-AddChatHistory'
import { AddAssistantEntity1699325775451 } from './1699325775451-AddAssistantEntity'
import { AddUsedToolsToChatMessage1699481607341 } from './1699481607341-AddUsedToolsToChatMessage'
import { AddCategoryToChatFlow1699900910291 } from './1699900910291-AddCategoryToChatFlow'
import { AddFileAnnotationsToChatMessage1700271021237 } from './1700271021237-AddFileAnnotationsToChatMessage'
export const postgresMigrations = [
@@ -21,5 +22,6 @@ export const postgresMigrations = [
AddChatHistory1694658756136,
AddAssistantEntity1699325775451,
AddUsedToolsToChatMessage1699481607341,
AddCategoryToChatFlow1699900910291,
AddFileAnnotationsToChatMessage1700271021237
]
packages/server/src/database/migrations/sqlite/1699900910291-AddCategoryToChatFlow.ts
+11
View File
@@ -0,0 +1,11 @@
import { MigrationInterface, QueryRunner } from 'typeorm'
export class AddCategoryToChatFlow1699900910291 implements MigrationInterface {
public async up(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`ALTER TABLE "chat_flow" ADD COLUMN "category" TEXT;`)
}
public async down(queryRunner: QueryRunner): Promise<void> {
await queryRunner.query(`ALTER TABLE "chat_flow" DROP COLUMN "category";`)
}
}
packages/server/src/database/migrations/sqlite/index.ts
+2
View File
@@ -8,6 +8,7 @@ import { AddAnalytic1694432361423 } from './1694432361423-AddAnalytic'
import { AddChatHistory1694657778173 } from './1694657778173-AddChatHistory'
import { AddAssistantEntity1699325775451 } from './1699325775451-AddAssistantEntity'
import { AddUsedToolsToChatMessage1699481607341 } from './1699481607341-AddUsedToolsToChatMessage'
import { AddCategoryToChatFlow1699900910291 } from './1699900910291-AddCategoryToChatFlow'
import { AddFileAnnotationsToChatMessage1700271021237 } from './1700271021237-AddFileAnnotationsToChatMessage'
export const sqliteMigrations = [
@@ -21,5 +22,6 @@ export const sqliteMigrations = [
AddChatHistory1694657778173,
AddAssistantEntity1699325775451,
AddUsedToolsToChatMessage1699481607341,
AddCategoryToChatFlow1699900910291,
AddFileAnnotationsToChatMessage1700271021237
]
packages/server/src/index.ts
+68 -15
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',
@@ -356,8 +357,12 @@ export class App {
this.AppDataSource.getRepository(ChatFlow).merge(chatflow, updateChatFlow)
const result = await this.AppDataSource.getRepository(ChatFlow).save(chatflow)
// Update chatflowpool inSync to false, to build Langchain again because data has been changed
this.chatflowPool.updateInSync(chatflow.id, false)
// chatFlowPool is initialized only when a flow is opened
// if the user attempts to rename/update category without opening any flow, chatFlowPool will be undefined
if (this.chatflowPool) {
// Update chatflowpool inSync to false, to build Langchain again because data has been changed
this.chatflowPool.updateInSync(chatflow.id, false)
}
return res.json(result)
})
@@ -1071,6 +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
// ----------------------------------------
@@ -1081,13 +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)
})
// ----------------------------------------
@@ -1144,28 +1166,52 @@ export class App {
// API Keys
// ----------------------------------------
const addChatflowsCount = async (keys: any, res: Response) => {
if (keys) {
const updatedKeys: any[] = []
//iterate through keys and get chatflows
for (const key of keys) {
const chatflows = await this.AppDataSource.getRepository(ChatFlow)
.createQueryBuilder('cf')
.where('cf.apikeyid = :apikeyid', { apikeyid: key.id })
.getMany()
const linkedChatFlows: any[] = []
chatflows.map((cf) => {
linkedChatFlows.push({
flowName: cf.name,
category: cf.category,
updatedDate: cf.updatedDate
})
})
key.chatFlows = linkedChatFlows
updatedKeys.push(key)
}
return res.json(updatedKeys)
}
return res.json(keys)
}
// Get api keys
this.app.get('/api/v1/apikey', async (req: Request, res: Response) => {
const keys = await getAPIKeys()
return res.json(keys)
return addChatflowsCount(keys, res)
})
// Add new api key
this.app.post('/api/v1/apikey', async (req: Request, res: Response) => {
const keys = await addAPIKey(req.body.keyName)
return res.json(keys)
return addChatflowsCount(keys, res)
})
// Update api key
this.app.put('/api/v1/apikey/:id', async (req: Request, res: Response) => {
const keys = await updateAPIKey(req.params.id, req.body.keyName)
return res.json(keys)
return addChatflowsCount(keys, res)
})
// Delete new api key
this.app.delete('/api/v1/apikey/:id', async (req: Request, res: Response) => {
const keys = await deleteAPIKey(req.params.id)
return res.json(keys)
return addChatflowsCount(keys, res)
})
// Verify api key
@@ -1293,13 +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
@@ -1340,7 +1387,8 @@ export class App {
question: req.body.question ?? 'hello',
overrideConfig,
history: [],
socketIOClientId: req.body.socketIOClientId
socketIOClientId: req.body.socketIOClientId,
stopNodeId: req.body.stopNodeId
}
}
@@ -1365,7 +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
)
}
@@ -1385,14 +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)
@@ -1422,8 +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
+38 -15
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)
@@ -825,7 +844,7 @@ export const findAvailableConfigs = (reactFlowNodes: IReactFlowNode[], component
*/
export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNodeData: INodeData) => {
const streamAvailableLLMs = {
'Chat Models': ['azureChatOpenAI', 'chatOpenAI', 'chatAnthropic', 'chatOllama'],
'Chat Models': ['azureChatOpenAI', 'chatOpenAI', 'chatAnthropic', 'chatOllama', 'awsChatBedrock'],
LLMs: ['azureOpenAI', 'openAI', 'ollama']
}
@@ -842,7 +861,7 @@ export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNod
let isValidChainOrAgent = false
if (endingNodeData.category === 'Chains') {
// Chains that are not available to stream
const blacklistChains = ['openApiChain']
const blacklistChains = ['openApiChain', 'vectaraQAChain']
isValidChainOrAgent = !blacklistChains.includes(endingNodeData.name)
} else if (endingNodeData.category === 'Agents') {
// Agent that are available to stream
@@ -985,10 +1004,14 @@ export const redactCredentialWithPasswordType = (
* @param {any} instance
* @param {string} chatId
*/
export const checkMemorySessionId = (instance: any, chatId: string): string => {
export const checkMemorySessionId = (instance: any, chatId: string): string | undefined => {
if (instance.memory && instance.memory.isSessionIdUsingChatMessageId && chatId) {
instance.memory.sessionId = chatId
instance.memory.chatHistory.sessionId = chatId
}
return instance.memory ? instance.memory.sessionId ?? instance.memory.chatHistory.sessionId : undefined
if (instance.memory && instance.memory.sessionId) return instance.memory.sessionId
else if (instance.memory && instance.memory.chatHistory && instance.memory.chatHistory.sessionId)
return instance.memory.chatHistory.sessionId
return undefined
}