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Feature/OpenAI Tool Agent (#1991)

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add openai tool agent
This commit is contained in:
Henry Heng
2024-03-19 19:07:13 +08:00
committed by GitHub
parent ec1bbc84bc
commit c11c43cf0d
9 changed files with 435 additions and 1029 deletions
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packages/server/marketplaces/chatflows/API Agent OpenAI.json
+101 -109
View File
@@ -1,11 +1,11 @@
{
"description": "Use OpenAI Function Agent and Chain to automatically decide which API to call, generating url and body request from conversation",
"categories": "Buffer Memory,ChainTool,API Chain,ChatOpenAI,OpenAI Function Agent,Langchain",
"description": "Use OpenAI Tool Agent and Chain to automatically decide which API to call, generating url and body request from conversation",
"categories": "Buffer Memory,ChainTool,API Chain,ChatOpenAI,OpenAI Tool Agent,Langchain",
"framework": "Langchain",
"nodes": [
{
"width": 300,
"height": 491,
"height": 540,
"id": "openApiChain_1",
"position": {
"x": 1203.1825726424859,
@@ -90,7 +90,7 @@
},
{
"width": 300,
"height": 574,
"height": 670,
"id": "chatOpenAI_1",
"position": {
"x": 792.3201947594027,
@@ -324,7 +324,7 @@
},
{
"width": 300,
"height": 602,
"height": 601,
"id": "chainTool_0",
"position": {
"x": 1635.3466862861876,
@@ -375,7 +375,7 @@
"inputs": {
"name": "comic-qa",
"description": "useful for when you need to ask question about comic",
"returnDirect": "",
"returnDirect": false,
"baseChain": "{{openApiChain_1.data.instance}}"
},
"outputAnchors": [
@@ -398,91 +398,7 @@
},
{
"width": 300,
"height": 383,
"id": "openAIFunctionAgent_0",
"position": {
"x": 2076.1829525256576,
"y": 706.1299276365058
},
"type": "customNode",
"data": {
"id": "openAIFunctionAgent_0",
"label": "OpenAI Function Agent",
"name": "openAIFunctionAgent",
"version": 4,
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain"],
"category": "Agents",
"description": "An agent that uses OpenAI's Function Calling functionality to pick the tool and args to call",
"inputParams": [
{
"label": "System Message",
"name": "systemMessage",
"type": "string",
"rows": 4,
"optional": true,
"additionalParams": true,
"id": "openAIFunctionAgent_0-input-systemMessage-string"
}
],
"inputAnchors": [
{
"label": "Allowed Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "openAIFunctionAgent_0-input-tools-Tool"
},
{
"label": "Memory",
"name": "memory",
"type": "BaseChatMemory",
"id": "openAIFunctionAgent_0-input-memory-BaseChatMemory"
},
{
"label": "OpenAI/Azure Chat Model",
"name": "model",
"type": "BaseChatModel",
"id": "openAIFunctionAgent_0-input-model-BaseChatModel"
},
{
"label": "Input Moderation",
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
"name": "inputModeration",
"type": "Moderation",
"optional": true,
"list": true,
"id": "openAIFunctionAgent_0-input-inputModeration-Moderation"
}
],
"inputs": {
"inputModeration": "",
"tools": ["{{chainTool_0.data.instance}}"],
"memory": "{{bufferMemory_0.data.instance}}",
"model": "{{chatOpenAI_2.data.instance}}",
"systemMessage": ""
},
"outputAnchors": [
{
"id": "openAIFunctionAgent_0-output-openAIFunctionAgent-AgentExecutor|BaseChain",
"name": "openAIFunctionAgent",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 2076.1829525256576,
"y": 706.1299276365058
},
"dragging": false
},
{
"width": 300,
"height": 574,
"height": 670,
"id": "chatOpenAI_2",
"position": {
"x": 1645.450699499575,
@@ -769,6 +685,91 @@
"y": 967.8215757228843
},
"selected": false
},
{
"id": "openAIToolAgent_0",
"position": {
"x": 2083.8842813850474,
"y": 749.3536850926545
},
"type": "customNode",
"data": {
"id": "openAIToolAgent_0",
"label": "OpenAI Tool Agent",
"version": 1,
"name": "openAIToolAgent",
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
"category": "Agents",
"description": "Agent that uses OpenAI Function Calling to pick the tools and args to call",
"inputParams": [
{
"label": "System Message",
"name": "systemMessage",
"type": "string",
"rows": 4,
"optional": true,
"additionalParams": true,
"id": "openAIToolAgent_0-input-systemMessage-string"
}
],
"inputAnchors": [
{
"label": "Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "openAIToolAgent_0-input-tools-Tool"
},
{
"label": "Memory",
"name": "memory",
"type": "BaseChatMemory",
"id": "openAIToolAgent_0-input-memory-BaseChatMemory"
},
{
"label": "OpenAI/Azure Chat Model",
"name": "model",
"type": "BaseChatModel",
"id": "openAIToolAgent_0-input-model-BaseChatModel"
},
{
"label": "Input Moderation",
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
"name": "inputModeration",
"type": "Moderation",
"optional": true,
"list": true,
"id": "openAIToolAgent_0-input-inputModeration-Moderation"
}
],
"inputs": {
"tools": ["{{chainTool_0.data.instance}}"],
"memory": "{{bufferMemory_0.data.instance}}",
"model": "{{chatOpenAI_2.data.instance}}",
"systemMessage": "",
"inputModeration": ""
},
"outputAnchors": [
{
"id": "openAIToolAgent_0-output-openAIToolAgent-AgentExecutor|BaseChain|Runnable",
"name": "openAIToolAgent",
"label": "AgentExecutor",
"description": "Agent that uses OpenAI Function Calling to pick the tools and args to call",
"type": "AgentExecutor | BaseChain | Runnable"
}
],
"outputs": {},
"selected": false
},
"width": 300,
"height": 433,
"selected": false,
"positionAbsolute": {
"x": 2083.8842813850474,
"y": 749.3536850926545
},
"dragging": false
}
],
"edges": [
@@ -797,35 +798,26 @@
{
"source": "chainTool_0",
"sourceHandle": "chainTool_0-output-chainTool-ChainTool|DynamicTool|Tool|StructuredTool",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-tools-Tool",
"target": "openAIToolAgent_0",
"targetHandle": "openAIToolAgent_0-input-tools-Tool",
"type": "buttonedge",
"id": "chainTool_0-chainTool_0-output-chainTool-ChainTool|DynamicTool|Tool|StructuredTool-openAIFunctionAgent_0-openAIFunctionAgent_0-input-tools-Tool",
"data": {
"label": ""
}
"id": "chainTool_0-chainTool_0-output-chainTool-ChainTool|DynamicTool|Tool|StructuredTool-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
},
{
"source": "bufferMemory_0",
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-memory-BaseChatMemory",
"target": "openAIToolAgent_0",
"targetHandle": "openAIToolAgent_0-input-memory-BaseChatMemory",
"type": "buttonedge",
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-openAIFunctionAgent_0-openAIFunctionAgent_0-input-memory-BaseChatMemory",
"data": {
"label": ""
}
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-openAIToolAgent_0-openAIToolAgent_0-input-memory-BaseChatMemory"
},
{
"source": "chatOpenAI_2",
"sourceHandle": "chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-model-BaseChatModel",
"target": "openAIToolAgent_0",
"targetHandle": "openAIToolAgent_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": ""
}
"id": "chatOpenAI_2-chatOpenAI_2-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIToolAgent_0-openAIToolAgent_0-input-model-BaseChatModel"
}
]
}
packages/server/marketplaces/chatflows/Conversational Retrieval Agent.json
-789
View File
@@ -1,789 +0,0 @@
{
"description": "Agent optimized for vector retrieval during conversation and answering questions based on previous dialogue.",
"categories": "Retriever Tool,Buffer Memory,ChatOpenAI,Conversational Retrieval Agent, Pinecone,Langchain",
"badge": "POPULAR",
"framework": "Langchain",
"nodes": [
{
"width": 300,
"height": 329,
"id": "openAIEmbeddings_0",
"position": {
"x": 954.0674802999345,
"y": -196.7034956445692
},
"type": "customNode",
"data": {
"id": "openAIEmbeddings_0",
"label": "OpenAI Embeddings",
"version": 2,
"name": "openAIEmbeddings",
"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": "Model Name",
"name": "modelName",
"type": "options",
"options": [
{
"label": "text-embedding-3-large",
"name": "text-embedding-3-large"
},
{
"label": "text-embedding-3-small",
"name": "text-embedding-3-small"
},
{
"label": "text-embedding-ada-002",
"name": "text-embedding-ada-002"
}
],
"default": "text-embedding-ada-002",
"optional": true,
"id": "openAIEmbeddings_0-input-modelName-options"
},
{
"label": "Strip New Lines",
"name": "stripNewLines",
"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"
},
{
"label": "Timeout",
"name": "timeout",
"type": "number",
"optional": true,
"additionalParams": true,
"id": "openAIEmbeddings_0-input-timeout-number"
},
{
"label": "BasePath",
"name": "basepath",
"type": "string",
"optional": true,
"additionalParams": true,
"id": "openAIEmbeddings_0-input-basepath-string"
}
],
"inputAnchors": [],
"inputs": {
"stripNewLines": "",
"batchSize": "",
"timeout": "",
"basepath": "",
"modelName": "text-embedding-ada-002"
},
"outputAnchors": [
{
"id": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings",
"name": "openAIEmbeddings",
"label": "OpenAIEmbeddings",
"type": "OpenAIEmbeddings | Embeddings"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 954.0674802999345,
"y": -196.7034956445692
},
"dragging": false
},
{
"width": 300,
"height": 383,
"id": "conversationalRetrievalAgent_0",
"position": {
"x": 2345.912948267881,
"y": 357.97363342258217
},
"type": "customNode",
"data": {
"id": "conversationalRetrievalAgent_0",
"label": "Conversational Retrieval Agent",
"version": 4,
"name": "conversationalRetrievalAgent",
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
"category": "Agents",
"description": "An agent optimized for retrieval during conversation, answering questions based on past dialogue, all using OpenAI's Function Calling",
"inputParams": [
{
"label": "System Message",
"name": "systemMessage",
"type": "string",
"rows": 4,
"optional": true,
"additionalParams": true,
"id": "conversationalRetrievalAgent_0-input-systemMessage-string"
}
],
"inputAnchors": [
{
"label": "Allowed Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "conversationalRetrievalAgent_0-input-tools-Tool"
},
{
"label": "Memory",
"name": "memory",
"type": "BaseChatMemory",
"id": "conversationalRetrievalAgent_0-input-memory-BaseChatMemory"
},
{
"label": "OpenAI/Azure Chat Model",
"name": "model",
"type": "BaseChatModel",
"id": "conversationalRetrievalAgent_0-input-model-BaseChatModel"
},
{
"label": "Input Moderation",
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
"name": "inputModeration",
"type": "Moderation",
"optional": true,
"list": true,
"id": "conversationalRetrievalAgent_0-input-inputModeration-Moderation"
}
],
"inputs": {
"inputModeration": "",
"tools": ["{{retrieverTool_0.data.instance}}"],
"memory": "{{bufferMemory_0.data.instance}}",
"model": "{{chatOpenAI_0.data.instance}}",
"systemMessage": ""
},
"outputAnchors": [
{
"id": "conversationalRetrievalAgent_0-output-conversationalRetrievalAgent-AgentExecutor|BaseChain|Runnable",
"name": "conversationalRetrievalAgent",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 2345.912948267881,
"y": 357.97363342258217
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"dragging": false
},
{
"width": 300,
"height": 505,
"id": "retrieverTool_0",
"position": {
"x": 1770.1485365275375,
"y": -321.14473253480946
},
"type": "customNode",
"data": {
"id": "retrieverTool_0",
"label": "Retriever Tool",
"version": 1,
"name": "retrieverTool",
"type": "RetrieverTool",
"baseClasses": ["RetrieverTool", "DynamicTool", "Tool", "StructuredTool", "Runnable"],
"category": "Tools",
"description": "Use a retriever as allowed tool for agent",
"inputParams": [
{
"label": "Retriever Name",
"name": "name",
"type": "string",
"placeholder": "search_state_of_union",
"id": "retrieverTool_0-input-name-string"
},
{
"label": "Retriever Description",
"name": "description",
"type": "string",
"description": "When should agent uses to retrieve documents",
"rows": 3,
"placeholder": "Searches and returns documents regarding the state-of-the-union.",
"id": "retrieverTool_0-input-description-string"
},
{
"label": "Return Source Documents",
"name": "returnSourceDocuments",
"type": "boolean",
"optional": true,
"id": "retrieverTool_0-input-returnSourceDocuments-boolean"
}
],
"inputAnchors": [
{
"label": "Retriever",
"name": "retriever",
"type": "BaseRetriever",
"id": "retrieverTool_0-input-retriever-BaseRetriever"
}
],
"inputs": {
"name": "search_website",
"description": "Searches and return documents regarding Jane - a culinary institution that offers top quality coffee, pastries, breakfast, lunch, and a variety of baked goods. They have multiple locations, including Jane on Fillmore, Jane on Larkin, Jane the Bakery, Toy Boat By Jane, and Little Jane on Grant. They emphasize healthy eating with a focus on flavor and quality ingredients. They bake everything in-house and work with local suppliers to source ingredients directly from farmers. They also offer catering services and delivery options.",
"retriever": "{{pinecone_0.data.instance}}",
"returnSourceDocuments": true
},
"outputAnchors": [
{
"id": "retrieverTool_0-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable",
"name": "retrieverTool",
"label": "RetrieverTool",
"type": "RetrieverTool | DynamicTool | Tool | StructuredTool | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"dragging": false,
"positionAbsolute": {
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"y": -321.14473253480946
}
},
{
"width": 300,
"height": 376,
"id": "bufferMemory_0",
"position": {
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},
"type": "customNode",
"data": {
"id": "bufferMemory_0",
"label": "Buffer Memory",
"version": 1,
"name": "bufferMemory",
"type": "BufferMemory",
"baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
"category": "Memory",
"description": "Remembers previous conversational back and forths directly",
"inputParams": [
{
"label": "Memory Key",
"name": "memoryKey",
"type": "string",
"default": "chat_history",
"id": "bufferMemory_0-input-memoryKey-string"
},
{
"label": "Input Key",
"name": "inputKey",
"type": "string",
"default": "input",
"id": "bufferMemory_0-input-inputKey-string"
}
],
"inputAnchors": [],
"inputs": {
"memoryKey": "chat_history",
"inputKey": "input"
},
"outputAnchors": [
{
"id": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
"name": "bufferMemory",
"label": "BufferMemory",
"type": "BufferMemory | BaseChatMemory | BaseMemory"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
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"dragging": false
},
{
"width": 300,
"height": 555,
"id": "pinecone_0",
"position": {
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"y": -366.1202264629863
},
"type": "customNode",
"data": {
"id": "pinecone_0",
"label": "Pinecone",
"version": 2,
"name": "pinecone",
"type": "Pinecone",
"baseClasses": ["Pinecone", "VectorStoreRetriever", "BaseRetriever"],
"category": "Vector Stores",
"description": "Upsert embedded data and perform similarity or mmr search using Pinecone, a leading fully managed hosted vector database",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["pineconeApi"],
"id": "pinecone_0-input-credential-credential"
},
{
"label": "Pinecone Index",
"name": "pineconeIndex",
"type": "string",
"id": "pinecone_0-input-pineconeIndex-string"
},
{
"label": "Pinecone Namespace",
"name": "pineconeNamespace",
"type": "string",
"placeholder": "my-first-namespace",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-pineconeNamespace-string"
},
{
"label": "Pinecone Metadata Filter",
"name": "pineconeMetadataFilter",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "pinecone_0-input-pineconeMetadataFilter-json"
},
{
"label": "Top K",
"name": "topK",
"description": "Number of top results to fetch. Default to 4",
"placeholder": "4",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-topK-number"
},
{
"label": "Search Type",
"name": "searchType",
"type": "options",
"default": "similarity",
"options": [
{
"label": "Similarity",
"name": "similarity"
},
{
"label": "Max Marginal Relevance",
"name": "mmr"
}
],
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-searchType-options"
},
{
"label": "Fetch K (for MMR Search)",
"name": "fetchK",
"description": "Number of initial documents to fetch for MMR reranking. Default to 20. Used only when the search type is MMR",
"placeholder": "20",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-fetchK-number"
},
{
"label": "Lambda (for MMR Search)",
"name": "lambda",
"description": "Number between 0 and 1 that determines the degree of diversity among the results, where 0 corresponds to maximum diversity and 1 to minimum diversity. Used only when the search type is MMR",
"placeholder": "0.5",
"type": "number",
"additionalParams": true,
"optional": true,
"id": "pinecone_0-input-lambda-number"
}
],
"inputAnchors": [
{
"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": "",
"embeddings": "{{openAIEmbeddings_0.data.instance}}",
"pineconeIndex": "",
"pineconeNamespace": "",
"pineconeMetadataFilter": "",
"topK": "",
"searchType": "similarity",
"fetchK": "",
"lambda": ""
},
"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": 1376.1277183738853,
"y": -366.1202264629863
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"dragging": false
},
{
"width": 300,
"height": 574,
"id": "chatOpenAI_0",
"position": {
"x": 1379.1468417698134,
"y": 220.8323181063672
},
"type": "customNode",
"data": {
"id": "chatOpenAI_0",
"label": "ChatOpenAI",
"version": 5,
"name": "chatOpenAI",
"type": "ChatOpenAI",
"baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel", "Runnable"],
"category": "Chat Models",
"description": "Wrapper around OpenAI large language models that use the Chat endpoint",
"inputParams": [
{
"label": "Connect Credential",
"name": "credential",
"type": "credential",
"credentialNames": ["openAIApi"],
"id": "chatOpenAI_0-input-credential-credential"
},
{
"label": "Model Name",
"name": "modelName",
"type": "options",
"options": [
{
"label": "gpt-4",
"name": "gpt-4"
},
{
"label": "gpt-4-turbo-preview",
"name": "gpt-4-turbo-preview"
},
{
"label": "gpt-4-0125-preview",
"name": "gpt-4-0125-preview"
},
{
"label": "gpt-4-1106-preview",
"name": "gpt-4-1106-preview"
},
{
"label": "gpt-4-1106-vision-preview",
"name": "gpt-4-1106-vision-preview"
},
{
"label": "gpt-4-vision-preview",
"name": "gpt-4-vision-preview"
},
{
"label": "gpt-4-0613",
"name": "gpt-4-0613"
},
{
"label": "gpt-4-32k",
"name": "gpt-4-32k"
},
{
"label": "gpt-4-32k-0613",
"name": "gpt-4-32k-0613"
},
{
"label": "gpt-3.5-turbo",
"name": "gpt-3.5-turbo"
},
{
"label": "gpt-3.5-turbo-0125",
"name": "gpt-3.5-turbo-0125"
},
{
"label": "gpt-3.5-turbo-1106",
"name": "gpt-3.5-turbo-1106"
},
{
"label": "gpt-3.5-turbo-0613",
"name": "gpt-3.5-turbo-0613"
},
{
"label": "gpt-3.5-turbo-16k",
"name": "gpt-3.5-turbo-16k"
},
{
"label": "gpt-3.5-turbo-16k-0613",
"name": "gpt-3.5-turbo-16k-0613"
}
],
"default": "gpt-3.5-turbo",
"optional": true,
"id": "chatOpenAI_0-input-modelName-options"
},
{
"label": "Temperature",
"name": "temperature",
"type": "number",
"step": 0.1,
"default": 0.9,
"optional": true,
"id": "chatOpenAI_0-input-temperature-number"
},
{
"label": "Max Tokens",
"name": "maxTokens",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-maxTokens-number"
},
{
"label": "Top Probability",
"name": "topP",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-topP-number"
},
{
"label": "Frequency Penalty",
"name": "frequencyPenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-frequencyPenalty-number"
},
{
"label": "Presence Penalty",
"name": "presencePenalty",
"type": "number",
"step": 0.1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-presencePenalty-number"
},
{
"label": "Timeout",
"name": "timeout",
"type": "number",
"step": 1,
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-timeout-number"
},
{
"label": "BasePath",
"name": "basepath",
"type": "string",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-basepath-string"
},
{
"label": "BaseOptions",
"name": "baseOptions",
"type": "json",
"optional": true,
"additionalParams": true,
"id": "chatOpenAI_0-input-baseOptions-json"
},
{
"label": "Allow Image Uploads",
"name": "allowImageUploads",
"type": "boolean",
"description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
"default": false,
"optional": true,
"id": "chatOpenAI_0-input-allowImageUploads-boolean"
},
{
"label": "Image Resolution",
"description": "This parameter controls the resolution in which the model views the image.",
"name": "imageResolution",
"type": "options",
"options": [
{
"label": "Low",
"name": "low"
},
{
"label": "High",
"name": "high"
},
{
"label": "Auto",
"name": "auto"
}
],
"default": "low",
"optional": false,
"additionalParams": true,
"id": "chatOpenAI_0-input-imageResolution-options"
}
],
"inputAnchors": [
{
"label": "Cache",
"name": "cache",
"type": "BaseCache",
"optional": true,
"id": "chatOpenAI_0-input-cache-BaseCache"
}
],
"inputs": {
"cache": "",
"modelName": "gpt-3.5-turbo-16k",
"temperature": 0.9,
"maxTokens": "",
"topP": "",
"frequencyPenalty": "",
"presencePenalty": "",
"timeout": "",
"basepath": "",
"baseOptions": "",
"allowImageUploads": true,
"imageResolution": "low"
},
"outputAnchors": [
{
"id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"name": "chatOpenAI",
"label": "ChatOpenAI",
"type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1379.1468417698134,
"y": 220.8323181063672
},
"dragging": false
}
],
"edges": [
{
"source": "retrieverTool_0",
"sourceHandle": "retrieverTool_0-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable",
"target": "conversationalRetrievalAgent_0",
"targetHandle": "conversationalRetrievalAgent_0-input-tools-Tool",
"type": "buttonedge",
"id": "retrieverTool_0-retrieverTool_0-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable-conversationalRetrievalAgent_0-conversationalRetrievalAgent_0-input-tools-Tool",
"data": {
"label": ""
}
},
{
"source": "bufferMemory_0",
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
"target": "conversationalRetrievalAgent_0",
"targetHandle": "conversationalRetrievalAgent_0-input-memory-BaseChatMemory",
"type": "buttonedge",
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationalRetrievalAgent_0-conversationalRetrievalAgent_0-input-memory-BaseChatMemory",
"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": "retrieverTool_0",
"targetHandle": "retrieverTool_0-input-retriever-BaseRetriever",
"type": "buttonedge",
"id": "pinecone_0-pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever-retrieverTool_0-retrieverTool_0-input-retriever-BaseRetriever",
"data": {
"label": ""
}
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
"target": "conversationalRetrievalAgent_0",
"targetHandle": "conversationalRetrievalAgent_0-input-model-BaseChatModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-conversationalRetrievalAgent_0-conversationalRetrievalAgent_0-input-model-BaseChatModel",
"data": {
"label": ""
}
}
]
}
packages/server/marketplaces/chatflows/OpenAI Agent.json
+109 -123
View File
@@ -1,11 +1,11 @@
{
"description": "An agent that uses OpenAI's Function Calling functionality to pick the tool and args to call",
"categories": "Buffer Memory,Custom Tool, SerpAPI,OpenAI Function,Calculator Tool,ChatOpenAI,Langchain",
"categories": "Buffer Memory,Custom Tool, SerpAPI,OpenAI Tool Agent,Calculator Tool,ChatOpenAI,Langchain",
"framework": "Langchain",
"nodes": [
{
"width": 300,
"height": 143,
"height": 142,
"id": "calculator_0",
"position": {
"x": 288.06681362611545,
@@ -101,7 +101,7 @@
},
{
"width": 300,
"height": 277,
"height": 276,
"id": "customTool_0",
"position": {
"x": 883.9529939431576,
@@ -150,7 +150,7 @@
},
{
"width": 300,
"height": 277,
"height": 276,
"id": "serper_0",
"position": {
"x": 504.3508341937219,
@@ -197,91 +197,7 @@
},
{
"width": 300,
"height": 383,
"id": "openAIFunctionAgent_0",
"position": {
"x": 1241.9739093293213,
"y": 359.3158950327101
},
"type": "customNode",
"data": {
"id": "openAIFunctionAgent_0",
"label": "OpenAI Function Agent",
"name": "openAIFunctionAgent",
"version": 4,
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain"],
"category": "Agents",
"description": "An agent that uses OpenAI's Function Calling functionality to pick the tool and args to call",
"inputParams": [
{
"label": "System Message",
"name": "systemMessage",
"type": "string",
"rows": 4,
"optional": true,
"additionalParams": true,
"id": "openAIFunctionAgent_0-input-systemMessage-string"
}
],
"inputAnchors": [
{
"label": "Allowed Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "openAIFunctionAgent_0-input-tools-Tool"
},
{
"label": "Memory",
"name": "memory",
"type": "BaseChatMemory",
"id": "openAIFunctionAgent_0-input-memory-BaseChatMemory"
},
{
"label": "OpenAI/Azure Chat Model",
"name": "model",
"type": "BaseChatModel",
"id": "openAIFunctionAgent_0-input-model-BaseChatModel"
},
{
"label": "Input Moderation",
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
"name": "inputModeration",
"type": "Moderation",
"optional": true,
"list": true,
"id": "openAIFunctionAgent_0-input-inputModeration-Moderation"
}
],
"inputs": {
"inputModeration": "",
"tools": ["{{calculator_0.data.instance}}", "{{serper_0.data.instance}}", "{{customTool_0.data.instance}}"],
"memory": "{{bufferMemory_0.data.instance}}",
"model": "{{chatOpenAI_0.data.instance}}",
"systemMessage": ""
},
"outputAnchors": [
{
"id": "openAIFunctionAgent_0-output-openAIFunctionAgent-AgentExecutor|BaseChain",
"name": "openAIFunctionAgent",
"label": "AgentExecutor",
"type": "AgentExecutor | BaseChain"
}
],
"outputs": {},
"selected": false
},
"selected": false,
"positionAbsolute": {
"x": 1241.9739093293213,
"y": 359.3158950327101
},
"dragging": false
},
{
"width": 300,
"height": 574,
"height": 670,
"id": "chatOpenAI_0",
"position": {
"x": 817.8210275868742,
@@ -512,63 +428,133 @@
"y": 627.7677030233751
},
"dragging": false
},
{
"id": "openAIToolAgent_0",
"position": {
"x": 1248.5254972140808,
"y": 343.77259824664554
},
"type": "customNode",
"data": {
"id": "openAIToolAgent_0",
"label": "OpenAI Tool Agent",
"version": 1,
"name": "openAIToolAgent",
"type": "AgentExecutor",
"baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
"category": "Agents",
"description": "Agent that uses OpenAI Function Calling to pick the tools and args to call",
"inputParams": [
{
"label": "System Message",
"name": "systemMessage",
"type": "string",
"rows": 4,
"optional": true,
"additionalParams": true,
"id": "openAIToolAgent_0-input-systemMessage-string"
}
],
"inputAnchors": [
{
"label": "Tools",
"name": "tools",
"type": "Tool",
"list": true,
"id": "openAIToolAgent_0-input-tools-Tool"
},
{
"label": "Memory",
"name": "memory",
"type": "BaseChatMemory",
"id": "openAIToolAgent_0-input-memory-BaseChatMemory"
},
{
"label": "OpenAI/Azure Chat Model",
"name": "model",
"type": "BaseChatModel",
"id": "openAIToolAgent_0-input-model-BaseChatModel"
},
{
"label": "Input Moderation",
"description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
"name": "inputModeration",
"type": "Moderation",
"optional": true,
"list": true,
"id": "openAIToolAgent_0-input-inputModeration-Moderation"
}
],
"inputs": {
"tools": ["{{customTool_0.data.instance}}", "{{serper_0.data.instance}}", "{{calculator_0.data.instance}}"],
"memory": "{{bufferMemory_0.data.instance}}",
"model": "{{chatOpenAI_0.data.instance}}",
"systemMessage": "",
"inputModeration": ""
},
"outputAnchors": [
{
"id": "openAIToolAgent_0-output-openAIToolAgent-AgentExecutor|BaseChain|Runnable",
"name": "openAIToolAgent",
"label": "AgentExecutor",
"description": "Agent that uses OpenAI Function Calling to pick the tools and args to call",
"type": "AgentExecutor | BaseChain | Runnable"
}
],
"outputs": {},
"selected": false
},
"width": 300,
"height": 433,
"selected": false,
"positionAbsolute": {
"x": 1248.5254972140808,
"y": 343.77259824664554
},
"dragging": false
}
],
"edges": [
{
"source": "calculator_0",
"sourceHandle": "calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-tools-Tool",
"source": "customTool_0",
"sourceHandle": "customTool_0-output-customTool-CustomTool|Tool|StructuredTool",
"target": "openAIToolAgent_0",
"targetHandle": "openAIToolAgent_0-input-tools-Tool",
"type": "buttonedge",
"id": "calculator_0-calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable-openAIFunctionAgent_0-openAIFunctionAgent_0-input-tools-Tool",
"data": {
"label": ""
}
"id": "customTool_0-customTool_0-output-customTool-CustomTool|Tool|StructuredTool-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
},
{
"source": "serper_0",
"sourceHandle": "serper_0-output-serper-Serper|Tool|StructuredTool",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-tools-Tool",
"target": "openAIToolAgent_0",
"targetHandle": "openAIToolAgent_0-input-tools-Tool",
"type": "buttonedge",
"id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool-openAIFunctionAgent_0-openAIFunctionAgent_0-input-tools-Tool",
"data": {
"label": ""
}
"id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
},
{
"source": "customTool_0",
"sourceHandle": "customTool_0-output-customTool-CustomTool|Tool|StructuredTool",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-tools-Tool",
"source": "calculator_0",
"sourceHandle": "calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable",
"target": "openAIToolAgent_0",
"targetHandle": "openAIToolAgent_0-input-tools-Tool",
"type": "buttonedge",
"id": "customTool_0-customTool_0-output-customTool-CustomTool|Tool|StructuredTool-openAIFunctionAgent_0-openAIFunctionAgent_0-input-tools-Tool",
"data": {
"label": ""
}
"id": "calculator_0-calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
},
{
"source": "bufferMemory_0",
"sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-memory-BaseChatMemory",
"target": "openAIToolAgent_0",
"targetHandle": "openAIToolAgent_0-input-memory-BaseChatMemory",
"type": "buttonedge",
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-openAIFunctionAgent_0-openAIFunctionAgent_0-input-memory-BaseChatMemory",
"data": {
"label": ""
}
"id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-openAIToolAgent_0-openAIToolAgent_0-input-memory-BaseChatMemory"
},
{
"source": "chatOpenAI_0",
"sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
"target": "openAIFunctionAgent_0",
"targetHandle": "openAIFunctionAgent_0-input-model-BaseChatModel",
"target": "openAIToolAgent_0",
"targetHandle": "openAIToolAgent_0-input-model-BaseChatModel",
"type": "buttonedge",
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIFunctionAgent_0-openAIFunctionAgent_0-input-model-BaseChatModel",
"data": {
"label": ""
}
"id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIToolAgent_0-openAIToolAgent_0-input-model-BaseChatModel"
}
]
}
packages/server/src/utils/index.ts
+3 -2
View File
@@ -907,10 +907,11 @@ export const isFlowValidForStream = (reactFlowNodes: IReactFlowNode[], endingNod
// Agent that are available to stream
const whitelistAgents = [
'openAIFunctionAgent',
'mistralAIFunctionAgent',
'mistralAIToolAgent',
'csvAgent',
'airtableAgent',
'conversationalRetrievalAgent'
'conversationalRetrievalAgent',
'openAIToolAgent'
]
isValidChainOrAgent = whitelistAgents.includes(endingNodeData.name)
} else if (endingNodeData.category === 'Engine') {