{ "description": "Tool agent that can retrieve answers from multiple sources using relevant Retriever Tools", "badge": "POPULAR", "usecases": ["Documents QnA"], "framework": ["Langchain"], "nodes": [ { "width": 300, "height": 606, "id": "pinecone_0", "position": { "x": 417.52955058511066, "y": -148.13795216290424 }, "type": "customNode", "data": { "id": "pinecone_0", "label": "Pinecone", "version": 3, "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" }, { "label": "Record Manager", "name": "recordManager", "type": "RecordManager", "description": "Keep track of the record to prevent duplication", "optional": true, "id": "pinecone_0-input-recordManager-RecordManager" } ], "inputs": { "document": "", "embeddings": "{{openAIEmbeddings_0.data.instance}}", "recordManager": "", "pineconeIndex": "newindex", "pineconeNamespace": "pinecone-form10k", "pineconeMetadataFilter": "{\"source\":\"apple\"}", "topK": "", "searchType": "similarity", "fetchK": "", "lambda": "" }, "outputAnchors": [ { "name": "output", "label": "Output", "type": "options", "description": "", "options": [ { "id": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever", "name": "retriever", "label": "Pinecone Retriever", "description": "", "type": "Pinecone | VectorStoreRetriever | BaseRetriever" }, { "id": "pinecone_0-output-vectorStore-Pinecone|VectorStore", "name": "vectorStore", "label": "Pinecone Vector Store", "description": "", "type": "Pinecone | VectorStore" } ], "default": "retriever" } ], "outputs": { "output": "retriever" }, "selected": false }, "selected": false, "positionAbsolute": { "x": 417.52955058511066, "y": -148.13795216290424 }, "dragging": false }, { "width": 300, "height": 424, "id": "openAIEmbeddings_0", "position": { "x": 54.119166092646566, "y": -20.12821243199312 }, "type": "customNode", "data": { "id": "openAIEmbeddings_0", "label": "OpenAI Embeddings", "version": 4, "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": "asyncOptions", "loadMethod": "listModels", "default": "text-embedding-ada-002", "id": "openAIEmbeddings_0-input-modelName-asyncOptions" }, { "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" }, { "label": "Dimensions", "name": "dimensions", "type": "number", "optional": true, "additionalParams": true, "id": "openAIEmbeddings_0-input-dimensions-number" } ], "inputAnchors": [], "inputs": { "modelName": "text-embedding-ada-002", "stripNewLines": "", "batchSize": "", "timeout": "", "basepath": "", "dimensions": "" }, "outputAnchors": [ { "id": "openAIEmbeddings_0-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings", "name": "openAIEmbeddings", "label": "OpenAIEmbeddings", "description": "OpenAI API to generate embeddings for a given text", "type": "OpenAIEmbeddings | Embeddings" } ], "outputs": {}, "selected": false }, "selected": false, "positionAbsolute": { "x": 54.119166092646566, "y": -20.12821243199312 }, "dragging": false }, { "width": 300, "height": 606, "id": "pinecone_1", "position": { "x": 432.73419795865834, "y": 517.3146695730651 }, "type": "customNode", "data": { "id": "pinecone_1", "label": "Pinecone", "version": 3, "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_1-input-credential-credential" }, { "label": "Pinecone Index", "name": "pineconeIndex", "type": "string", "id": "pinecone_1-input-pineconeIndex-string" }, { "label": "Pinecone Namespace", "name": "pineconeNamespace", "type": "string", "placeholder": "my-first-namespace", "additionalParams": true, "optional": true, "id": "pinecone_1-input-pineconeNamespace-string" }, { "label": "Pinecone Metadata Filter", "name": "pineconeMetadataFilter", "type": "json", "optional": true, "additionalParams": true, "id": "pinecone_1-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_1-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_1-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_1-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_1-input-lambda-number" } ], "inputAnchors": [ { "label": "Document", "name": "document", "type": "Document", "list": true, "optional": true, "id": "pinecone_1-input-document-Document" }, { "label": "Embeddings", "name": "embeddings", "type": "Embeddings", "id": "pinecone_1-input-embeddings-Embeddings" }, { "label": "Record Manager", "name": "recordManager", "type": "RecordManager", "description": "Keep track of the record to prevent duplication", "optional": true, "id": "pinecone_1-input-recordManager-RecordManager" } ], "inputs": { "document": "", "embeddings": "{{openAIEmbeddings_1.data.instance}}", "recordManager": "", "pineconeIndex": "newindex", "pineconeNamespace": "pinecone-form10k-2", "pineconeMetadataFilter": "{\"source\":\"tesla\"}", "topK": "", "searchType": "similarity", "fetchK": "", "lambda": "" }, "outputAnchors": [ { "name": "output", "label": "Output", "type": "options", "description": "", "options": [ { "id": "pinecone_1-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever", "name": "retriever", "label": "Pinecone Retriever", "description": "", "type": "Pinecone | VectorStoreRetriever | BaseRetriever" }, { "id": "pinecone_1-output-vectorStore-Pinecone|VectorStore", "name": "vectorStore", "label": "Pinecone Vector Store", "description": "", "type": "Pinecone | VectorStore" } ], "default": "retriever" } ], "outputs": { "output": "retriever" }, "selected": false }, "selected": false, "positionAbsolute": { "x": 432.73419795865834, "y": 517.3146695730651 }, "dragging": false }, { "width": 300, "height": 424, "id": "openAIEmbeddings_1", "position": { "x": 58.45057557109914, "y": 575.7733202609951 }, "type": "customNode", "data": { "id": "openAIEmbeddings_1", "label": "OpenAI Embeddings", "version": 4, "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_1-input-credential-credential" }, { "label": "Model Name", "name": "modelName", "type": "asyncOptions", "loadMethod": "listModels", "default": "text-embedding-ada-002", "id": "openAIEmbeddings_1-input-modelName-asyncOptions" }, { "label": "Strip New Lines", "name": "stripNewLines", "type": "boolean", "optional": true, "additionalParams": true, "id": "openAIEmbeddings_1-input-stripNewLines-boolean" }, { "label": "Batch Size", "name": "batchSize", "type": "number", "optional": true, "additionalParams": true, "id": "openAIEmbeddings_1-input-batchSize-number" }, { "label": "Timeout", "name": "timeout", "type": "number", "optional": true, "additionalParams": true, "id": "openAIEmbeddings_1-input-timeout-number" }, { "label": "BasePath", "name": "basepath", "type": "string", "optional": true, "additionalParams": true, "id": "openAIEmbeddings_1-input-basepath-string" }, { "label": "Dimensions", "name": "dimensions", "type": "number", "optional": true, "additionalParams": true, "id": "openAIEmbeddings_1-input-dimensions-number" } ], "inputAnchors": [], "inputs": { "modelName": "text-embedding-ada-002", "stripNewLines": "", "batchSize": "", "timeout": "", "basepath": "", "dimensions": "" }, "outputAnchors": [ { "id": "openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings", "name": "openAIEmbeddings", "label": "OpenAIEmbeddings", "description": "OpenAI API to generate embeddings for a given text", "type": "OpenAIEmbeddings | Embeddings" } ], "outputs": {}, "selected": false }, "selected": false, "positionAbsolute": { "x": 58.45057557109914, "y": 575.7733202609951 }, "dragging": false }, { "width": 300, "height": 253, "id": "bufferMemory_0", "position": { "x": 805.4218592927105, "y": 1137.3074383419469 }, "type": "customNode", "data": { "id": "bufferMemory_0", "label": "Buffer Memory", "version": 2, "name": "bufferMemory", "type": "BufferMemory", "baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"], "category": "Memory", "description": "Retrieve chat messages stored in database", "inputParams": [ { "label": "Session Id", "name": "sessionId", "type": "string", "description": "If not specified, a random id will be used. Learn more", "default": "", "additionalParams": true, "optional": true, "id": "bufferMemory_0-input-sessionId-string" }, { "label": "Memory Key", "name": "memoryKey", "type": "string", "default": "chat_history", "additionalParams": true, "id": "bufferMemory_0-input-memoryKey-string" } ], "inputAnchors": [], "inputs": { "sessionId": "", "memoryKey": "chat_history" }, "outputAnchors": [ { "id": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory", "name": "bufferMemory", "label": "BufferMemory", "description": "Retrieve chat messages stored in database", "type": "BufferMemory | BaseChatMemory | BaseMemory" } ], "outputs": {}, "selected": false }, "selected": false, "positionAbsolute": { "x": 805.4218592927105, "y": 1137.3074383419469 }, "dragging": false }, { "width": 300, "height": 603, "id": "retrieverTool_2", "position": { "x": 798.3128281367018, "y": -151.77659673435184 }, "type": "customNode", "data": { "id": "retrieverTool_2", "label": "Retriever Tool", "version": 2, "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_2-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_2-input-description-string" }, { "label": "Return Source Documents", "name": "returnSourceDocuments", "type": "boolean", "optional": true, "id": "retrieverTool_2-input-returnSourceDocuments-boolean" } ], "inputAnchors": [ { "label": "Retriever", "name": "retriever", "type": "BaseRetriever", "id": "retrieverTool_2-input-retriever-BaseRetriever" } ], "inputs": { "name": "search_apple", "description": "Use this function to answer user questions about Apple Inc (APPL). It contains a SEC Form 10K filing describing the financials of Apple Inc (APPL) for the 2022 time period.", "retriever": "{{pinecone_0.data.instance}}", "returnSourceDocuments": true }, "outputAnchors": [ { "id": "retrieverTool_2-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable", "name": "retrieverTool", "label": "RetrieverTool", "type": "RetrieverTool | DynamicTool | Tool | StructuredTool | Runnable" } ], "outputs": {}, "selected": false }, "selected": false, "positionAbsolute": { "x": 798.3128281367018, "y": -151.77659673435184 }, "dragging": false }, { "width": 300, "height": 603, "id": "retrieverTool_1", "position": { "x": 805.1192462354428, "y": 479.4961512574057 }, "type": "customNode", "data": { "id": "retrieverTool_1", "label": "Retriever Tool", "version": 2, "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_1-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_1-input-description-string" }, { "label": "Return Source Documents", "name": "returnSourceDocuments", "type": "boolean", "optional": true, "id": "retrieverTool_1-input-returnSourceDocuments-boolean" } ], "inputAnchors": [ { "label": "Retriever", "name": "retriever", "type": "BaseRetriever", "id": "retrieverTool_1-input-retriever-BaseRetriever" } ], "inputs": { "name": "search_tsla", "description": "Use this function to answer user questions about Tesla Inc (TSLA). It contains a SEC Form 10K filing describing the financials of Tesla Inc (TSLA) for the 2022 time period.", "retriever": "{{pinecone_1.data.instance}}", "returnSourceDocuments": true }, "outputAnchors": [ { "id": "retrieverTool_1-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable", "name": "retrieverTool", "label": "RetrieverTool", "type": "RetrieverTool | DynamicTool | Tool | StructuredTool | Runnable" } ], "outputs": {}, "selected": false }, "selected": false, "positionAbsolute": { "x": 805.1192462354428, "y": 479.4961512574057 }, "dragging": false }, { "id": "chatOpenAI_0", "position": { "x": 1160.0862472447252, "y": 605.506982115898 }, "type": "customNode", "data": { "id": "chatOpenAI_0", "label": "ChatOpenAI", "version": 6, "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": "asyncOptions", "loadMethod": "listModels", "default": "gpt-3.5-turbo", "id": "chatOpenAI_0-input-modelName-asyncOptions" }, { "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", "temperature": 0.9, "maxTokens": "", "topP": "", "frequencyPenalty": "", "presencePenalty": "", "timeout": "", "basepath": "", "baseOptions": "", "allowImageUploads": "", "imageResolution": "low" }, "outputAnchors": [ { "id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable", "name": "chatOpenAI", "label": "ChatOpenAI", "description": "Wrapper around OpenAI large language models that use the Chat endpoint", "type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable" } ], "outputs": {}, "selected": false }, "width": 300, "height": 670, "selected": false, "positionAbsolute": { "x": 1160.0862472447252, "y": 605.506982115898 }, "dragging": false }, { "id": "toolAgent_0", "position": { "x": 1557.897498996615, "y": 415.17324915263646 }, "type": "customNode", "data": { "id": "toolAgent_0", "label": "Tool Agent", "version": 1, "name": "toolAgent", "type": "AgentExecutor", "baseClasses": ["AgentExecutor", "BaseChain", "Runnable"], "category": "Agents", "description": "Agent that uses Function Calling to pick the tools and args to call", "inputParams": [ { "label": "System Message", "name": "systemMessage", "type": "string", "default": "You are a helpful AI assistant.", "rows": 4, "optional": true, "additionalParams": true, "id": "toolAgent_0-input-systemMessage-string" }, { "label": "Max Iterations", "name": "maxIterations", "type": "number", "optional": true, "additionalParams": true, "id": "toolAgent_0-input-maxIterations-number" } ], "inputAnchors": [ { "label": "Tools", "name": "tools", "type": "Tool", "list": true, "id": "toolAgent_0-input-tools-Tool" }, { "label": "Memory", "name": "memory", "type": "BaseChatMemory", "id": "toolAgent_0-input-memory-BaseChatMemory" }, { "label": "Tool Calling Chat Model", "name": "model", "type": "BaseChatModel", "description": "Only compatible with models that are capable of function calling: ChatOpenAI, ChatMistral, ChatAnthropic, ChatGoogleGenerativeAI, ChatVertexAI, GroqChat", "id": "toolAgent_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": "toolAgent_0-input-inputModeration-Moderation" } ], "inputs": { "tools": ["{{retrieverTool_1.data.instance}}", "{{retrieverTool_2.data.instance}}"], "memory": "{{bufferMemory_0.data.instance}}", "model": "{{chatOpenAI_0.data.instance}}", "systemMessage": "You are a helpful AI assistant.", "inputModeration": "", "maxIterations": "" }, "outputAnchors": [ { "id": "toolAgent_0-output-toolAgent-AgentExecutor|BaseChain|Runnable", "name": "toolAgent", "label": "AgentExecutor", "description": "Agent that uses Function Calling to pick the tools and args to call", "type": "AgentExecutor | BaseChain | Runnable" } ], "outputs": {}, "selected": false }, "width": 300, "height": 435, "selected": false, "positionAbsolute": { "x": 1557.897498996615, "y": 415.17324915263646 }, "dragging": false }, { "id": "stickyNote_0", "position": { "x": 412.4825307414748, "y": -350.94571995872616 }, "type": "stickyNote", "data": { "id": "stickyNote_0", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": ["StickyNote"], "tags": ["Utilities"], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_0-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "The metadata filtering is limited to:\n\n{ source: apple }\n\nThis ensure only embeddings with specified metadata to be searched, ensuring accurate and concise data to be fed into LLM" }, "outputAnchors": [ { "id": "stickyNote_0-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 183, "selected": false, "positionAbsolute": { "x": 412.4825307414748, "y": -350.94571995872616 }, "dragging": false }, { "id": "stickyNote_1", "position": { "x": 97.50620416692945, "y": 418.4866537187119 }, "type": "stickyNote", "data": { "id": "stickyNote_1", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": ["StickyNote"], "tags": ["Utilities"], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_1-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "Similarly, metadata filtering is limited to:\n\n{ source: tesla }\n\nto ensure only specific embeddings to be fetched" }, "outputAnchors": [ { "id": "stickyNote_1-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 143, "selected": false, "positionAbsolute": { "x": 97.50620416692945, "y": 418.4866537187119 }, "dragging": false }, { "id": "stickyNote_2", "position": { "x": 1548.4303201171722, "y": 297.55572308302555 }, "type": "stickyNote", "data": { "id": "stickyNote_2", "label": "Sticky Note", "version": 2, "name": "stickyNote", "type": "StickyNote", "baseClasses": ["StickyNote"], "tags": ["Utilities"], "category": "Utilities", "description": "Add a sticky note", "inputParams": [ { "label": "", "name": "note", "type": "string", "rows": 1, "placeholder": "Type something here", "optional": true, "id": "stickyNote_2-input-note-string" } ], "inputAnchors": [], "inputs": { "note": "Depending on user question, Tool Agent will able to decide which tool to use, OR using both tools." }, "outputAnchors": [ { "id": "stickyNote_2-output-stickyNote-StickyNote", "name": "stickyNote", "label": "StickyNote", "description": "Add a sticky note", "type": "StickyNote" } ], "outputs": {}, "selected": false }, "width": 300, "height": 82, "selected": false, "positionAbsolute": { "x": 1548.4303201171722, "y": 297.55572308302555 }, "dragging": false } ], "edges": [ { "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" }, { "source": "openAIEmbeddings_1", "sourceHandle": "openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings", "target": "pinecone_1", "targetHandle": "pinecone_1-input-embeddings-Embeddings", "type": "buttonedge", "id": "openAIEmbeddings_1-openAIEmbeddings_1-output-openAIEmbeddings-OpenAIEmbeddings|Embeddings-pinecone_1-pinecone_1-input-embeddings-Embeddings" }, { "source": "pinecone_0", "sourceHandle": "pinecone_0-output-retriever-Pinecone|VectorStoreRetriever|BaseRetriever", "target": "retrieverTool_2", "targetHandle": 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"source": "retrieverTool_1", "sourceHandle": "retrieverTool_1-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable", "target": "toolAgent_0", "targetHandle": "toolAgent_0-input-tools-Tool", "type": "buttonedge", "id": "retrieverTool_1-retrieverTool_1-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable-toolAgent_0-toolAgent_0-input-tools-Tool" }, { "source": "retrieverTool_2", "sourceHandle": "retrieverTool_2-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable", "target": "toolAgent_0", "targetHandle": "toolAgent_0-input-tools-Tool", "type": "buttonedge", "id": "retrieverTool_2-retrieverTool_2-output-retrieverTool-RetrieverTool|DynamicTool|Tool|StructuredTool|Runnable-toolAgent_0-toolAgent_0-input-tools-Tool" }, { "source": "chatOpenAI_0", "sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable", "target": "toolAgent_0", "targetHandle": 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