Flowise

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{
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    "description": "An agent that uses OpenAI's Function Calling functionality to pick the tool and args to call",
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    "categories": "Buffer Memory,Custom Tool, SerpAPI,OpenAI Tool Agent,Calculator Tool,ChatOpenAI,Langchain",
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    "framework": "Langchain",
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    "nodes": [
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        {
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            "width": 300,
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            "height": 142,
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            "id": "calculator_0",
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            "position": {
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                "x": 288.06681362611545,
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                "y": 289.1385194199715
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            },
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            "type": "customNode",
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            "data": {
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                "id": "calculator_0",
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                "label": "Calculator",
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                "version": 1,
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                "name": "calculator",
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                "type": "Calculator",
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                "baseClasses": ["Calculator", "Tool", "StructuredTool", "BaseLangChain", "Serializable"],
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                "category": "Tools",
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                "description": "Perform calculations on response",
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                "inputParams": [],
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                "inputAnchors": [],
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                "inputs": {},
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                "outputAnchors": [
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                    {
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                        "id": "calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable",
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                        "name": "calculator",
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                        "label": "Calculator",
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                        "type": "Calculator | Tool | StructuredTool | BaseLangChain | Serializable"
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                    }
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                ],
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                "outputs": {},
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                "selected": false
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            },
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            "selected": false,
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            "positionAbsolute": {
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                "x": 288.06681362611545,
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                "y": 289.1385194199715
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            },
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            "dragging": false
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        },
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        {
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            "width": 300,
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            "height": 376,
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            "id": "bufferMemory_0",
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            "position": {
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                "x": 285.7750469157585,
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                "y": 465.1140427303788
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            },
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            "type": "customNode",
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            "data": {
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                "id": "bufferMemory_0",
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                "label": "Buffer Memory",
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                "version": 2,
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                "name": "bufferMemory",
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                "type": "BufferMemory",
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                "baseClasses": ["BufferMemory", "BaseChatMemory", "BaseMemory"],
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                "category": "Memory",
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                "description": "Retrieve chat messages stored in database",
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                "inputParams": [
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                    {
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                        "label": "Session Id",
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                        "name": "sessionId",
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                        "type": "string",
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                        "description": "If not specified, a random id will be used. Learn <a target=\"_blank\" href=\"https://docs.flowiseai.com/memory#ui-and-embedded-chat\">more</a>",
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                        "default": "",
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                        "additionalParams": true,
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                        "optional": true,
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                        "id": "bufferMemory_0-input-sessionId-string"
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                    },
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                    {
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                        "label": "Memory Key",
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                        "name": "memoryKey",
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                        "type": "string",
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                        "default": "chat_history",
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                        "additionalParams": true,
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                        "id": "bufferMemory_0-input-memoryKey-string"
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                    }
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                ],
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                "inputAnchors": [],
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                "inputs": {
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                    "sessionId": "",
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                    "memoryKey": "chat_history"
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                },
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                "outputAnchors": [
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                    {
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                        "id": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
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                        "name": "bufferMemory",
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                        "label": "BufferMemory",
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                        "type": "BufferMemory | BaseChatMemory | BaseMemory"
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                    }
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                ],
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                "outputs": {},
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                "selected": false
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            },
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            "selected": false,
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            "positionAbsolute": {
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                "x": 285.7750469157585,
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                "y": 465.1140427303788
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            },
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            "dragging": false
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        },
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        {
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            "width": 300,
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            "height": 276,
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            "id": "customTool_0",
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            "position": {
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                "x": 883.9529939431576,
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                "y": -32.32503903826486
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            },
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            "type": "customNode",
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            "data": {
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                "id": "customTool_0",
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                "label": "Custom Tool",
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                "version": 1,
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                "name": "customTool",
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                "type": "CustomTool",
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                "baseClasses": ["CustomTool", "Tool", "StructuredTool"],
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                "category": "Tools",
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                "description": "Use custom tool you've created in Flowise within chatflow",
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                "inputParams": [
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                    {
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                        "label": "Select Tool",
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                        "name": "selectedTool",
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                        "type": "asyncOptions",
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                        "loadMethod": "listTools",
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                        "id": "customTool_0-input-selectedTool-asyncOptions"
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                    }
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                ],
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                "inputAnchors": [],
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                "inputs": {
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                    "selectedTool": ""
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                },
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                "outputAnchors": [
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                    {
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                        "id": "customTool_0-output-customTool-CustomTool|Tool|StructuredTool",
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                        "name": "customTool",
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                        "label": "CustomTool",
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                        "type": "CustomTool | Tool | StructuredTool"
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                    }
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                ],
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                "outputs": {},
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                "selected": false
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            },
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            "selected": false,
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            "positionAbsolute": {
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                "x": 883.9529939431576,
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                "y": -32.32503903826486
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            },
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            "dragging": false
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        },
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        {
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            "width": 300,
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            "height": 276,
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            "id": "serper_0",
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            "position": {
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                "x": 504.3508341937219,
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                "y": -10.324432507151982
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            },
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            "type": "customNode",
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            "data": {
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                "id": "serper_0",
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                "label": "Serper",
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                "version": 1,
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                "name": "serper",
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                "type": "Serper",
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                "baseClasses": ["Serper", "Tool", "StructuredTool"],
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                "category": "Tools",
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                "description": "Wrapper around Serper.dev - Google Search API",
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                "inputParams": [
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                    {
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                        "label": "Connect Credential",
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                        "name": "credential",
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                        "type": "credential",
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                        "credentialNames": ["serperApi"],
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                        "id": "serper_0-input-credential-credential"
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                    }
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                ],
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                "inputAnchors": [],
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                "inputs": {},
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                "outputAnchors": [
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                    {
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                        "id": "serper_0-output-serper-Serper|Tool|StructuredTool",
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                        "name": "serper",
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                        "label": "Serper",
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                        "type": "Serper | Tool | StructuredTool"
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                    }
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                ],
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                "outputs": {},
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                "selected": false
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            },
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            "selected": false,
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            "positionAbsolute": {
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                "x": 504.3508341937219,
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                "y": -10.324432507151982
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            },
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            "dragging": false
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        },
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        {
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            "width": 300,
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            "height": 670,
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            "id": "chatOpenAI_0",
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            "position": {
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                "x": 817.8210275868742,
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                "y": 627.7677030233751
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            },
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            "type": "customNode",
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            "data": {
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                "id": "chatOpenAI_0",
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                "label": "ChatOpenAI",
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                "version": 6.0,
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                "name": "chatOpenAI",
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                "type": "ChatOpenAI",
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                "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
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                "category": "Chat Models",
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                "description": "Wrapper around OpenAI large language models that use the Chat endpoint",
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                "inputParams": [
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                    {
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                        "label": "Connect Credential",
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                        "name": "credential",
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                        "type": "credential",
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                        "credentialNames": ["openAIApi"],
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                        "id": "chatOpenAI_0-input-credential-credential"
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                    },
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                    {
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                        "label": "Model Name",
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                        "name": "modelName",
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                        "type": "asyncOptions",
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                        "loadMethod": "listModels",
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                        "default": "gpt-3.5-turbo",
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                        "id": "chatOpenAI_0-input-modelName-options"
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                    },
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                    {
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                        "label": "Temperature",
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                        "name": "temperature",
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                        "type": "number",
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                        "default": 0.9,
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                        "optional": true,
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                        "id": "chatOpenAI_0-input-temperature-number"
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                    },
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                    {
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                        "label": "Max Tokens",
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                        "name": "maxTokens",
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                        "type": "number",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatOpenAI_0-input-maxTokens-number"
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                    },
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                    {
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                        "label": "Top Probability",
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                        "name": "topP",
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                        "type": "number",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatOpenAI_0-input-topP-number"
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                    },
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                    {
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                        "label": "Frequency Penalty",
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                        "name": "frequencyPenalty",
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                        "type": "number",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatOpenAI_0-input-frequencyPenalty-number"
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                    },
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                    {
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                        "label": "Presence Penalty",
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                        "name": "presencePenalty",
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                        "type": "number",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatOpenAI_0-input-presencePenalty-number"
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                    },
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                    {
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                        "label": "Timeout",
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                        "name": "timeout",
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                        "type": "number",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatOpenAI_0-input-timeout-number"
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                    },
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                    {
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                        "label": "BasePath",
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                        "name": "basepath",
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                        "type": "string",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatOpenAI_0-input-basepath-string"
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                    },
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                    {
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                        "label": "BaseOptions",
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                        "name": "baseOptions",
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                        "type": "json",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatOpenAI_0-input-baseOptions-json"
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                    },
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                    {
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                        "label": "Allow Image Uploads",
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                        "name": "allowImageUploads",
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                        "type": "boolean",
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                        "description": "Automatically uses gpt-4-vision-preview when image is being uploaded from chat. Only works with LLMChain, Conversation Chain, ReAct Agent, and Conversational Agent",
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                        "default": false,
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                        "optional": true,
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                        "id": "chatOpenAI_0-input-allowImageUploads-boolean"
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                    },
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                    {
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                        "label": "Image Resolution",
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                        "description": "This parameter controls the resolution in which the model views the image.",
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                        "name": "imageResolution",
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                        "type": "options",
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                        "options": [
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                            {
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                                "label": "Low",
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                                "name": "low"
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                            },
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                            {
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                                "label": "High",
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                                "name": "high"
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                            },
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                            {
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                                "label": "Auto",
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                                "name": "auto"
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                            }
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                        ],
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                        "default": "low",
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                        "optional": false,
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                        "additionalParams": true,
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                        "id": "chatOpenAI_0-input-imageResolution-options"
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                    }
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                ],
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                "inputAnchors": [
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                    {
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                        "label": "Cache",
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                        "name": "cache",
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                        "type": "BaseCache",
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                        "optional": true,
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                        "id": "chatOpenAI_0-input-cache-BaseCache"
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                    }
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                ],
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                "inputs": {
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                    "modelName": "gpt-3.5-turbo",
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                    "temperature": 0.9,
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                    "maxTokens": "",
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                    "topP": "",
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                    "frequencyPenalty": "",
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                    "presencePenalty": "",
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                    "timeout": "",
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                    "basepath": "",
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                    "baseOptions": "",
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                    "allowImageUploads": true,
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                    "imageResolution": "low"
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                },
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                "outputAnchors": [
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                    {
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                        "id": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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                        "name": "chatOpenAI",
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                        "label": "ChatOpenAI",
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                        "type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
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                    }
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                ],
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                "outputs": {},
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                "selected": false
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            },
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            "selected": false,
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            "positionAbsolute": {
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                "x": 817.8210275868742,
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                "y": 627.7677030233751
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            },
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            "dragging": false
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        },
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        {
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            "id": "openAIToolAgent_0",
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            "position": {
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                "x": 1248.5254972140808,
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                "y": 343.77259824664554
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            },
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            "type": "customNode",
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            "data": {
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                "id": "openAIToolAgent_0",
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                "label": "OpenAI Tool Agent",
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                "version": 1,
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                "name": "openAIToolAgent",
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                "type": "AgentExecutor",
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                "baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
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                "category": "Agents",
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                "description": "Agent that uses OpenAI Function Calling to pick the tools and args to call",
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                "inputParams": [
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                    {
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                        "label": "System Message",
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                        "name": "systemMessage",
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                        "type": "string",
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                        "rows": 4,
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "openAIToolAgent_0-input-systemMessage-string"
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                    },
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                    {
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                        "label": "Max Iterations",
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                        "name": "maxIterations",
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                        "type": "number",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "openAIToolAgent_0-input-maxIterations-number"
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                    }
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                ],
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                "inputAnchors": [
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                    {
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                        "label": "Tools",
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                        "name": "tools",
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                        "type": "Tool",
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                        "list": true,
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                        "id": "openAIToolAgent_0-input-tools-Tool"
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                    },
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                    {
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                        "label": "Memory",
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                        "name": "memory",
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                        "type": "BaseChatMemory",
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                        "id": "openAIToolAgent_0-input-memory-BaseChatMemory"
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                    },
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                    {
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                        "label": "OpenAI/Azure Chat Model",
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                        "name": "model",
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                        "type": "BaseChatModel",
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                        "id": "openAIToolAgent_0-input-model-BaseChatModel"
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                    },
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                    {
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                        "label": "Input Moderation",
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                        "description": "Detect text that could generate harmful output and prevent it from being sent to the language model",
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                        "name": "inputModeration",
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                        "type": "Moderation",
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                        "optional": true,
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                        "list": true,
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                        "id": "openAIToolAgent_0-input-inputModeration-Moderation"
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                    }
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                ],
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                "inputs": {
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                    "tools": ["{{customTool_0.data.instance}}", "{{serper_0.data.instance}}", "{{calculator_0.data.instance}}"],
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                    "memory": "{{bufferMemory_0.data.instance}}",
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                    "model": "{{chatOpenAI_0.data.instance}}",
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                    "systemMessage": "",
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                    "inputModeration": ""
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                },
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                "outputAnchors": [
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                    {
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                        "id": "openAIToolAgent_0-output-openAIToolAgent-AgentExecutor|BaseChain|Runnable",
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                        "name": "openAIToolAgent",
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                        "label": "AgentExecutor",
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                        "description": "Agent that uses OpenAI Function Calling to pick the tools and args to call",
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                        "type": "AgentExecutor | BaseChain | Runnable"
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                    }
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                ],
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                "outputs": {},
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                "selected": false
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            },
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            "width": 300,
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            "height": 433,
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            "selected": false,
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            "positionAbsolute": {
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                "x": 1248.5254972140808,
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                "y": 343.77259824664554
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            },
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            "dragging": false
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        }
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    ],
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    "edges": [
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        {
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            "source": "customTool_0",
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            "sourceHandle": "customTool_0-output-customTool-CustomTool|Tool|StructuredTool",
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            "target": "openAIToolAgent_0",
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            "targetHandle": "openAIToolAgent_0-input-tools-Tool",
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            "type": "buttonedge",
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            "id": "customTool_0-customTool_0-output-customTool-CustomTool|Tool|StructuredTool-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
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        },
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        {
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            "source": "serper_0",
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            "sourceHandle": "serper_0-output-serper-Serper|Tool|StructuredTool",
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            "target": "openAIToolAgent_0",
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            "targetHandle": "openAIToolAgent_0-input-tools-Tool",
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            "type": "buttonedge",
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            "id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
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        },
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        {
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            "source": "calculator_0",
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            "sourceHandle": "calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable",
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            "target": "openAIToolAgent_0",
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            "targetHandle": "openAIToolAgent_0-input-tools-Tool",
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            "type": "buttonedge",
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            "id": "calculator_0-calculator_0-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain|Serializable-openAIToolAgent_0-openAIToolAgent_0-input-tools-Tool"
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        },
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        {
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            "source": "bufferMemory_0",
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            "sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
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            "target": "openAIToolAgent_0",
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            "targetHandle": "openAIToolAgent_0-input-memory-BaseChatMemory",
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            "type": "buttonedge",
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            "id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-openAIToolAgent_0-openAIToolAgent_0-input-memory-BaseChatMemory"
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        },
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        {
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            "source": "chatOpenAI_0",
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            "sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
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            "target": "openAIToolAgent_0",
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            "targetHandle": "openAIToolAgent_0-input-model-BaseChatModel",
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            "type": "buttonedge",
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            "id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-openAIToolAgent_0-openAIToolAgent_0-input-model-BaseChatModel"
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        }
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    ]
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}
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