Flowise

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{
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    "description": "Use Anthropic Claude with 200k context window to ingest whole document for QnA",
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    "categories": "Buffer Memory,Prompt Template,Conversation Chain,ChatAnthropic,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": 376,
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            "id": "bufferMemory_0",
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            "position": {
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                "y": 165.35849026339048
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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": 240.5161028076149,
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                "y": 165.35849026339048
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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": 383,
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            "id": "conversationChain_0",
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            "position": {
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                "x": 958.9887390513221,
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                "y": 318.8734467468765
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            },
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            "type": "customNode",
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            "data": {
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                "id": "conversationChain_0",
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                "label": "Conversation Chain",
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                "version": 3,
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                "name": "conversationChain",
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                "type": "ConversationChain",
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                "baseClasses": ["ConversationChain", "LLMChain", "BaseChain", "Runnable"],
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                "category": "Chains",
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                "description": "Chat models specific conversational chain with memory",
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                "inputParams": [
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                    {
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                        "label": "System Message",
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                        "name": "systemMessagePrompt",
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                        "type": "string",
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                        "rows": 4,
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                        "description": "If Chat Prompt Template is provided, this will be ignored",
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                        "additionalParams": true,
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                        "optional": true,
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                        "default": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.",
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                        "placeholder": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.",
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                        "id": "conversationChain_0-input-systemMessagePrompt-string"
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                    }
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                ],
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                "inputAnchors": [
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                    {
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                        "label": "Chat Model",
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                        "name": "model",
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                        "type": "BaseChatModel",
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                        "id": "conversationChain_0-input-model-BaseChatModel"
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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": "BaseMemory",
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                        "id": "conversationChain_0-input-memory-BaseMemory"
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                    },
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                    {
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                        "label": "Chat Prompt Template",
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                        "name": "chatPromptTemplate",
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                        "type": "ChatPromptTemplate",
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                        "description": "Override existing prompt with Chat Prompt Template. Human Message must includes {input} variable",
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                        "optional": true,
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                        "id": "conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate"
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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": "conversationChain_0-input-inputModeration-Moderation"
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                    }
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                ],
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                "inputs": {
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                    "inputModeration": "",
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                    "model": "{{chatAnthropic_0.data.instance}}",
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                    "memory": "{{bufferMemory_0.data.instance}}",
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                    "chatPromptTemplate": "{{chatPromptTemplate_0.data.instance}}",
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                    "systemMessagePrompt": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know."
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                },
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                "outputAnchors": [
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                    {
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                        "id": "conversationChain_0-output-conversationChain-ConversationChain|LLMChain|BaseChain|Runnable",
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                        "name": "conversationChain",
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                        "label": "ConversationChain",
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                        "type": "ConversationChain | LLMChain | 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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            "selected": false,
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            "positionAbsolute": {
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                "x": 958.9887390513221,
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                "y": 318.8734467468765
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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": 574,
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            "id": "chatAnthropic_0",
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            "position": {
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                "x": 585.3308245972187,
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                "y": -116.32789506560908
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            },
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            "type": "customNode",
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            "data": {
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                "id": "chatAnthropic_0",
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                "label": "ChatAnthropic",
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                "version": 6.0,
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                "name": "chatAnthropic",
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                "type": "ChatAnthropic",
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                "baseClasses": ["ChatAnthropic", "BaseChatModel", "BaseLanguageModel", "Runnable"],
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                "category": "Chat Models",
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                "description": "Wrapper around ChatAnthropic 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": ["anthropicApi"],
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                        "id": "chatAnthropic_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": "claude-3-haiku",
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                        "id": "chatAnthropic_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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                        "step": 0.1,
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                        "default": 0.9,
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                        "optional": true,
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                        "id": "chatAnthropic_0-input-temperature-number"
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                    },
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                    {
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                        "label": "Max Tokens",
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                        "name": "maxTokensToSample",
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                        "type": "number",
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                        "step": 1,
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatAnthropic_0-input-maxTokensToSample-number"
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                    },
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                    {
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                        "label": "Top P",
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                        "name": "topP",
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                        "type": "number",
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                        "step": 0.1,
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatAnthropic_0-input-topP-number"
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                    },
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                    {
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                        "label": "Top K",
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                        "name": "topK",
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                        "type": "number",
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                        "step": 0.1,
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "chatAnthropic_0-input-topK-number"
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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 claude-3-* models 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": "chatAnthropic_0-input-allowImageUploads-boolean"
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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": "chatAnthropic_0-input-cache-BaseCache"
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                    }
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                ],
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                "inputs": {
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                    "cache": "",
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                    "modelName": "claude-3-haiku",
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                    "temperature": 0.9,
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                    "maxTokensToSample": "",
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                    "topP": "",
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                    "topK": "",
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                    "allowImageUploads": true
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                },
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                "outputAnchors": [
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                    {
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                        "id": "chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel|Runnable",
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                        "name": "chatAnthropic",
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                        "label": "ChatAnthropic",
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                        "type": "ChatAnthropic | BaseChatModel | BaseLanguageModel | 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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            "selected": false,
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            "positionAbsolute": {
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                "x": 585.3308245972187,
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                "y": -116.32789506560908
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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": 688,
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            "id": "chatPromptTemplate_0",
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            "position": {
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                "x": -106.44189698270114,
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                "y": 20.133956087516538
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            },
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            "type": "customNode",
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            "data": {
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                "id": "chatPromptTemplate_0",
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                "label": "Chat Prompt Template",
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                "version": 1,
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                "name": "chatPromptTemplate",
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                "type": "ChatPromptTemplate",
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                "baseClasses": ["ChatPromptTemplate", "BaseChatPromptTemplate", "BasePromptTemplate", "Runnable"],
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                "category": "Prompts",
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                "description": "Schema to represent a chat prompt",
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                "inputParams": [
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                    {
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                        "label": "System Message",
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                        "name": "systemMessagePrompt",
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                        "type": "string",
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                        "rows": 4,
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                        "placeholder": "You are a helpful assistant that translates {input_language} to {output_language}.",
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                        "id": "chatPromptTemplate_0-input-systemMessagePrompt-string"
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                    },
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                    {
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                        "label": "Human Message",
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                        "name": "humanMessagePrompt",
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                        "type": "string",
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                        "rows": 4,
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                        "placeholder": "{text}",
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                        "id": "chatPromptTemplate_0-input-humanMessagePrompt-string"
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                    },
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                    {
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                        "label": "Format Prompt Values",
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                        "name": "promptValues",
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                        "type": "json",
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                        "optional": true,
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                        "acceptVariable": true,
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                        "list": true,
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                        "id": "chatPromptTemplate_0-input-promptValues-json"
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                    }
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                ],
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                "inputAnchors": [],
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                "inputs": {
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                    "systemMessagePrompt": "The following is a friendly conversation between a human and an AI. The AI is talkative and provides lots of specific details from its context. If the AI does not know the answer to a question, it truthfully says it does not know.\nThe AI has the following context:\n{context}",
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                    "humanMessagePrompt": "{input}",
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                    "promptValues": "{\"context\":\"{{plainText_0.data.instance}}\",\"input\":\"{{question}}\"}"
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                },
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                "outputAnchors": [
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                    {
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                        "id": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",
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                        "name": "chatPromptTemplate",
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                        "label": "ChatPromptTemplate",
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                        "type": "ChatPromptTemplate | BaseChatPromptTemplate | BasePromptTemplate | 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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            "selected": false,
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            "positionAbsolute": {
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                "x": -106.44189698270114,
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                "y": 20.133956087516538
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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": 485,
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            "id": "plainText_0",
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            "position": {
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                "x": -487.7511991135089,
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                "y": 77.83838996645807
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            },
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            "type": "customNode",
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            "data": {
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                "id": "plainText_0",
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                "label": "Plain Text",
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                "version": 2,
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                "name": "plainText",
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                "type": "Document",
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                "baseClasses": ["Document"],
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                "category": "Document Loaders",
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                "description": "Load data from plain text",
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                "inputParams": [
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                    {
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                        "label": "Text",
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                        "name": "text",
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                        "type": "string",
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                        "rows": 4,
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                        "placeholder": "Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua...",
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                        "id": "plainText_0-input-text-string"
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                    },
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                    {
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                        "label": "Metadata",
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                        "name": "metadata",
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                        "type": "json",
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                        "optional": true,
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                        "additionalParams": true,
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                        "id": "plainText_0-input-metadata-json"
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                    }
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                ],
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                "inputAnchors": [
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                    {
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                        "label": "Text Splitter",
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                        "name": "textSplitter",
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                        "type": "TextSplitter",
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                        "optional": true,
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                        "id": "plainText_0-input-textSplitter-TextSplitter"
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                    }
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                ],
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                "inputs": {
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                    "text": "Welcome to Skyworld Hotel, where your dreams take flight and your stay soars to new heights. Nestled amidst breathtaking cityscape views, our upscale establishment offers an unparalleled blend of luxury and comfort. Our rooms are elegantly appointed, featuring modern amenities and plush furnishings to ensure your relaxation.\n\nIndulge in culinary delights at our rooftop restaurant, offering a gastronomic journey with panoramic vistas. Skyworld Hotel boasts state-of-the-art conference facilities, perfect for business travelers, and an inviting spa for relaxation seekers. Our attentive staff is dedicated to ensuring your every need is met, making your stay memorable.\n\nCentrally located, we offer easy access to local attractions, making us an ideal choice for both leisure and business travelers. Experience the world of hospitality like never before at Skyworld Hotel.",
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                    "textSplitter": "",
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                    "metadata": ""
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                },
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                "outputAnchors": [
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                    {
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                        "name": "output",
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                        "label": "Output",
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                        "type": "options",
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                        "options": [
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                            {
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                                "id": "plainText_0-output-document-Document|json",
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                                "name": "document",
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                                "label": "Document",
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                                "type": "Document | json"
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                            },
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                            {
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                                "id": "plainText_0-output-text-string|json",
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                                "name": "text",
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                                "label": "Text",
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                                "type": "string | json"
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                            }
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                        ],
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                        "default": "document"
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                    }
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                ],
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                "outputs": {
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                    "output": "text"
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                },
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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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                "y": 77.83838996645807
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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": "bufferMemory_0",
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            "sourceHandle": "bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory",
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            "target": "conversationChain_0",
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            "targetHandle": "conversationChain_0-input-memory-BaseMemory",
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            "type": "buttonedge",
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            "id": "bufferMemory_0-bufferMemory_0-output-bufferMemory-BufferMemory|BaseChatMemory|BaseMemory-conversationChain_0-conversationChain_0-input-memory-BaseMemory"
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        },
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        {
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            "source": "chatAnthropic_0",
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            "sourceHandle": "chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel|Runnable",
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            "target": "conversationChain_0",
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            "targetHandle": "conversationChain_0-input-model-BaseChatModel",
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            "type": "buttonedge",
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            "id": "chatAnthropic_0-chatAnthropic_0-output-chatAnthropic-ChatAnthropic|BaseChatModel|BaseLanguageModel|Runnable-conversationChain_0-conversationChain_0-input-model-BaseChatModel"
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        },
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        {
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            "source": "plainText_0",
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            "sourceHandle": "plainText_0-output-text-string|json",
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            "target": "chatPromptTemplate_0",
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            "targetHandle": "chatPromptTemplate_0-input-promptValues-json",
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            "type": "buttonedge",
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            "id": "plainText_0-plainText_0-output-text-string|json-chatPromptTemplate_0-chatPromptTemplate_0-input-promptValues-json"
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        },
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        {
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            "source": "chatPromptTemplate_0",
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            "sourceHandle": "chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable",
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            "target": "conversationChain_0",
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            "targetHandle": "conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate",
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            "type": "buttonedge",
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            "id": "chatPromptTemplate_0-chatPromptTemplate_0-output-chatPromptTemplate-ChatPromptTemplate|BaseChatPromptTemplate|BasePromptTemplate|Runnable-conversationChain_0-conversationChain_0-input-chatPromptTemplate-ChatPromptTemplate"
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        }
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    ]
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}
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