{
    "description": "An agent that uses ReAct logic to decide what action to take",
    "categories": "Calculator Tool,SerpAPI,ChatOpenAI,ReAct Agent,Langchain",
    "framework": "Langchain",
    "nodes": [
        {
            "width": 300,
            "height": 142,
            "id": "calculator_1",
            "position": {
                "x": 466.86432329033937,
                "y": 230.0825123205457
            },
            "type": "customNode",
            "data": {
                "id": "calculator_1",
                "label": "Calculator",
                "version": 1,
                "name": "calculator",
                "type": "Calculator",
                "baseClasses": ["Calculator", "Tool", "StructuredTool", "BaseLangChain"],
                "category": "Tools",
                "description": "Perform calculations on response",
                "inputParams": [],
                "inputAnchors": [],
                "inputs": {},
                "outputAnchors": [
                    {
                        "id": "calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain",
                        "name": "calculator",
                        "label": "Calculator",
                        "type": "Calculator | Tool | StructuredTool | BaseLangChain"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "positionAbsolute": {
                "x": 466.86432329033937,
                "y": 230.0825123205457
            },
            "selected": false,
            "dragging": false
        },
        {
            "id": "reactAgentChat_0",
            "position": {
                "x": 905.8535326018256,
                "y": 388.58312223652564
            },
            "type": "customNode",
            "data": {
                "id": "reactAgentChat_0",
                "label": "ReAct Agent for Chat Models",
                "version": 4,
                "name": "reactAgentChat",
                "type": "AgentExecutor",
                "baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
                "category": "Agents",
                "description": "Agent that uses the ReAct logic to decide what action to take, optimized to be used with Chat Models",
                "inputParams": [],
                "inputAnchors": [
                    {
                        "label": "Allowed Tools",
                        "name": "tools",
                        "type": "Tool",
                        "list": true,
                        "id": "reactAgentChat_0-input-tools-Tool"
                    },
                    {
                        "label": "Chat Model",
                        "name": "model",
                        "type": "BaseChatModel",
                        "id": "reactAgentChat_0-input-model-BaseChatModel"
                    },
                    {
                        "label": "Memory",
                        "name": "memory",
                        "type": "BaseChatMemory",
                        "id": "reactAgentChat_0-input-memory-BaseChatMemory"
                    },
                    {
                        "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": "reactAgentChat_0-input-inputModeration-Moderation"
                    },
                    {
                        "label": "Max Iterations",
                        "name": "maxIterations",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "reactAgentChat_0-input-maxIterations-number"
                    }
                ],
                "inputs": {
                    "inputModeration": "",
                    "tools": ["{{calculator_1.data.instance}}", "{{serper_0.data.instance}}"],
                    "model": "{{chatOpenAI_0.data.instance}}",
                    "memory": "{{RedisBackedChatMemory_0.data.instance}}"
                },
                "outputAnchors": [
                    {
                        "id": "reactAgentChat_0-output-reactAgentChat-AgentExecutor|BaseChain|Runnable",
                        "name": "reactAgentChat",
                        "label": "AgentExecutor",
                        "description": "Agent that uses the ReAct logic to decide what action to take, optimized to be used with Chat Models",
                        "type": "AgentExecutor | BaseChain | Runnable"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "width": 300,
            "height": 330,
            "selected": false,
            "positionAbsolute": {
                "x": 905.8535326018256,
                "y": 388.58312223652564
            },
            "dragging": false
        },
        {
            "id": "RedisBackedChatMemory_0",
            "position": {
                "x": 473.108799702029,
                "y": 401.8098683245926
            },
            "type": "customNode",
            "data": {
                "id": "RedisBackedChatMemory_0",
                "label": "Redis-Backed Chat Memory",
                "version": 2,
                "name": "RedisBackedChatMemory",
                "type": "RedisBackedChatMemory",
                "baseClasses": ["RedisBackedChatMemory", "BaseChatMemory", "BaseMemory"],
                "category": "Memory",
                "description": "Summarizes the conversation and stores the memory in Redis server",
                "inputParams": [
                    {
                        "label": "Connect Credential",
                        "name": "credential",
                        "type": "credential",
                        "optional": true,
                        "credentialNames": ["redisCacheApi", "redisCacheUrlApi"],
                        "id": "RedisBackedChatMemory_0-input-credential-credential"
                    },
                    {
                        "label": "Session Id",
                        "name": "sessionId",
                        "type": "string",
                        "description": "If not specified, a random id will be used. Learn <a target=\"_blank\" href=\"https://docs.flowiseai.com/memory/long-term-memory#ui-and-embedded-chat\">more</a>",
                        "default": "",
                        "additionalParams": true,
                        "optional": true,
                        "id": "RedisBackedChatMemory_0-input-sessionId-string"
                    },
                    {
                        "label": "Session Timeouts",
                        "name": "sessionTTL",
                        "type": "number",
                        "description": "Omit this parameter to make sessions never expire",
                        "additionalParams": true,
                        "optional": true,
                        "id": "RedisBackedChatMemory_0-input-sessionTTL-number"
                    },
                    {
                        "label": "Memory Key",
                        "name": "memoryKey",
                        "type": "string",
                        "default": "chat_history",
                        "additionalParams": true,
                        "id": "RedisBackedChatMemory_0-input-memoryKey-string"
                    },
                    {
                        "label": "Window Size",
                        "name": "windowSize",
                        "type": "number",
                        "description": "Window of size k to surface the last k back-and-forth to use as memory.",
                        "additionalParams": true,
                        "optional": true,
                        "id": "RedisBackedChatMemory_0-input-windowSize-number"
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "sessionId": "",
                    "sessionTTL": "",
                    "memoryKey": "chat_history",
                    "windowSize": ""
                },
                "outputAnchors": [
                    {
                        "id": "RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory",
                        "name": "RedisBackedChatMemory",
                        "label": "RedisBackedChatMemory",
                        "description": "Summarizes the conversation and stores the memory in Redis server",
                        "type": "RedisBackedChatMemory | BaseChatMemory | BaseMemory"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "width": 300,
            "height": 328,
            "selected": false,
            "positionAbsolute": {
                "x": 473.108799702029,
                "y": 401.8098683245926
            },
            "dragging": false
        },
        {
            "id": "chatOpenAI_0",
            "position": {
                "x": 81.2222202723384,
                "y": 59.395597724017364
            },
            "type": "customNode",
            "data": {
                "id": "chatOpenAI_0",
                "label": "ChatOpenAI",
                "version": 6.0,
                "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-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",
                    "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",
                        "description": "Wrapper around OpenAI large language models that use the Chat endpoint",
                        "type": "ChatOpenAI | BaseChatModel | BaseLanguageModel | Runnable"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "width": 300,
            "height": 573,
            "selected": false,
            "positionAbsolute": {
                "x": 81.2222202723384,
                "y": 59.395597724017364
            },
            "dragging": false
        },
        {
            "id": "serper_0",
            "position": {
                "x": 466.4499611299051,
                "y": -67.74721119468873
            },
            "type": "customNode",
            "data": {
                "id": "serper_0",
                "label": "Serper",
                "version": 1,
                "name": "serper",
                "type": "Serper",
                "baseClasses": ["Serper", "Tool", "StructuredTool", "Runnable"],
                "category": "Tools",
                "description": "Wrapper around Serper.dev - Google Search API",
                "inputParams": [
                    {
                        "label": "Connect Credential",
                        "name": "credential",
                        "type": "credential",
                        "credentialNames": ["serperApi"],
                        "id": "serper_0-input-credential-credential"
                    }
                ],
                "inputAnchors": [],
                "inputs": {},
                "outputAnchors": [
                    {
                        "id": "serper_0-output-serper-Serper|Tool|StructuredTool|Runnable",
                        "name": "serper",
                        "label": "Serper",
                        "description": "Wrapper around Serper.dev - Google Search API",
                        "type": "Serper | Tool | StructuredTool | Runnable"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "width": 300,
            "height": 276,
            "selected": false,
            "positionAbsolute": {
                "x": 466.4499611299051,
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            },
            "dragging": false
        }
    ],
    "edges": [
        {
            "source": "calculator_1",
            "sourceHandle": "calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain",
            "target": "reactAgentChat_0",
            "targetHandle": "reactAgentChat_0-input-tools-Tool",
            "type": "buttonedge",
            "id": "calculator_1-calculator_1-output-calculator-Calculator|Tool|StructuredTool|BaseLangChain-reactAgentChat_0-reactAgentChat_0-input-tools-Tool"
        },
        {
            "source": "RedisBackedChatMemory_0",
            "sourceHandle": "RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory",
            "target": "reactAgentChat_0",
            "targetHandle": "reactAgentChat_0-input-memory-BaseChatMemory",
            "type": "buttonedge",
            "id": "RedisBackedChatMemory_0-RedisBackedChatMemory_0-output-RedisBackedChatMemory-RedisBackedChatMemory|BaseChatMemory|BaseMemory-reactAgentChat_0-reactAgentChat_0-input-memory-BaseChatMemory"
        },
        {
            "source": "chatOpenAI_0",
            "sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable",
            "target": "reactAgentChat_0",
            "targetHandle": "reactAgentChat_0-input-model-BaseChatModel",
            "type": "buttonedge",
            "id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel|Runnable-reactAgentChat_0-reactAgentChat_0-input-model-BaseChatModel"
        },
        {
            "source": "serper_0",
            "sourceHandle": "serper_0-output-serper-Serper|Tool|StructuredTool|Runnable",
            "target": "reactAgentChat_0",
            "targetHandle": "reactAgentChat_0-input-tools-Tool",
            "type": "buttonedge",
            "id": "serper_0-serper_0-output-serper-Serper|Tool|StructuredTool|Runnable-reactAgentChat_0-reactAgentChat_0-input-tools-Tool"
        }
    ]
}
