{
    "description": "Analyse and summarize CSV data",
    "usecases": ["Working with tables"],
    "framework": ["Langchain"],
    "nodes": [
        {
            "width": 300,
            "height": 670,
            "id": "chatOpenAI_0",
            "position": {
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            "type": "customNode",
            "data": {
                "id": "chatOpenAI_0",
                "label": "ChatOpenAI",
                "version": 6,
                "name": "chatOpenAI",
                "type": "ChatOpenAI",
                "baseClasses": ["ChatOpenAI", "BaseChatModel", "BaseLanguageModel"],
                "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",
                        "default": 0.9,
                        "optional": true,
                        "id": "chatOpenAI_0-input-temperature-number"
                    },
                    {
                        "label": "Max Tokens",
                        "name": "maxTokens",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-maxTokens-number"
                    },
                    {
                        "label": "Top Probability",
                        "name": "topP",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-topP-number"
                    },
                    {
                        "label": "Frequency Penalty",
                        "name": "frequencyPenalty",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-frequencyPenalty-number"
                    },
                    {
                        "label": "Presence Penalty",
                        "name": "presencePenalty",
                        "type": "number",
                        "optional": true,
                        "additionalParams": true,
                        "id": "chatOpenAI_0-input-presencePenalty-number"
                    },
                    {
                        "label": "Timeout",
                        "name": "timeout",
                        "type": "number",
                        "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": {
                    "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",
                        "name": "chatOpenAI",
                        "label": "ChatOpenAI",
                        "type": "ChatOpenAI | BaseChatModel | BaseLanguageModel"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "selected": false,
            "positionAbsolute": {
                "x": 657.3762197414501,
                "y": 220.2950766042332
            },
            "dragging": false
        },
        {
            "id": "stickyNote_0",
            "position": {
                "x": 1382.0413608492051,
                "y": 331.1861177099975
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            "type": "stickyNote",
            "data": {
                "id": "stickyNote_0",
                "label": "Sticky Note",
                "version": 2,
                "name": "stickyNote",
                "type": "StickyNote",
                "baseClasses": ["StickyNote"],
                "tags": ["Utilities"],
                "category": "Utilities",
                "description": "Add a sticky note",
                "inputParams": [
                    {
                        "label": "",
                        "name": "note",
                        "type": "string",
                        "rows": 1,
                        "placeholder": "Type something here",
                        "optional": true,
                        "id": "stickyNote_0-input-note-string"
                    }
                ],
                "inputAnchors": [],
                "inputs": {
                    "note": "This agent uses the following steps:\n\n1. Convert CSV file to Dataframe object\n\n2. Instruct LLM to generate Python code to answer user question using the dataframe provided\n\n3. Return the result in a natural language response\n\nYou can also specify the system message and custom \"read_csv file\" function. This allows more flexibility of reading CSV file with different delimiter, separator etc."
                },
                "outputAnchors": [
                    {
                        "id": "stickyNote_0-output-stickyNote-StickyNote",
                        "name": "stickyNote",
                        "label": "StickyNote",
                        "description": "Add a sticky note",
                        "type": "StickyNote"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "width": 300,
            "height": 324,
            "selected": false,
            "positionAbsolute": {
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            },
            "dragging": false
        },
        {
            "id": "csvAgent_0",
            "position": {
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            "type": "customNode",
            "data": {
                "id": "csvAgent_0",
                "label": "CSV Agent",
                "version": 3,
                "name": "csvAgent",
                "type": "AgentExecutor",
                "baseClasses": ["AgentExecutor", "BaseChain", "Runnable"],
                "category": "Agents",
                "description": "Agent used to answer queries on CSV data",
                "inputParams": [
                    {
                        "label": "Csv File",
                        "name": "csvFile",
                        "type": "file",
                        "fileType": ".csv",
                        "id": "csvAgent_0-input-csvFile-file"
                    },
                    {
                        "label": "System Message",
                        "name": "systemMessagePrompt",
                        "type": "string",
                        "rows": 4,
                        "additionalParams": true,
                        "optional": true,
                        "placeholder": "I want you to act as a document that I am having a conversation with. Your name is \"AI Assistant\". You will provide me with answers from the given info. If the answer is not included, say exactly \"Hmm, I am not sure.\" and stop after that. Refuse to answer any question not about the info. Never break character.",
                        "id": "csvAgent_0-input-systemMessagePrompt-string"
                    },
                    {
                        "label": "Custom Pandas Read_CSV Code",
                        "description": "Custom Pandas <a target=\"_blank\" href=\"https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.read_csv.html\">read_csv</a> function. Takes in an input: \"csv_data\"",
                        "name": "customReadCSV",
                        "default": "read_csv(csv_data)",
                        "type": "code",
                        "optional": true,
                        "additionalParams": true,
                        "id": "csvAgent_0-input-customReadCSV-code"
                    }
                ],
                "inputAnchors": [
                    {
                        "label": "Language Model",
                        "name": "model",
                        "type": "BaseLanguageModel",
                        "id": "csvAgent_0-input-model-BaseLanguageModel"
                    },
                    {
                        "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": "csvAgent_0-input-inputModeration-Moderation"
                    }
                ],
                "inputs": {
                    "model": "{{chatOpenAI_0.data.instance}}",
                    "systemMessagePrompt": "",
                    "inputModeration": "",
                    "customReadCSV": "read_csv(csv_data)"
                },
                "outputAnchors": [
                    {
                        "id": "csvAgent_0-output-csvAgent-AgentExecutor|BaseChain|Runnable",
                        "name": "csvAgent",
                        "label": "AgentExecutor",
                        "description": "Agent used to answer queries on CSV data",
                        "type": "AgentExecutor | BaseChain | Runnable"
                    }
                ],
                "outputs": {},
                "selected": false
            },
            "width": 300,
            "height": 464,
            "selected": false,
            "positionAbsolute": {
                "x": 1040.029472715762,
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            "dragging": false
        }
    ],
    "edges": [
        {
            "source": "chatOpenAI_0",
            "sourceHandle": "chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel",
            "target": "csvAgent_0",
            "targetHandle": "csvAgent_0-input-model-BaseLanguageModel",
            "type": "buttonedge",
            "id": "chatOpenAI_0-chatOpenAI_0-output-chatOpenAI-ChatOpenAI|BaseChatModel|BaseLanguageModel-csvAgent_0-csvAgent_0-input-model-BaseLanguageModel"
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    ]
}
