config.json

{
    "agents": [
        {
            "id": "agent1",
            "name": "DataExtractor",
            "role": "Extracts and interprets data from uploaded Excel files",
            "model": "gpt-3.5-turbo",
            "temperature": 0.5,
            "max_tokens": 500,
            "system_prompt": "Identify and extract all relevant data from the uploaded Excel sheet.",
            "capabilities": [
                "data_extraction",
                "data_interpretation"
            ],
            "status": "idle",
            "tasks_completed": 0,
            "tasks_failed": 0,
            "tokens_used": 0,
            "avg_response_time": 0.0,
            "progress": 0.0,
            "current_task": null
        },
        {
            "id": "agent2",
            "name": "DataAnalyzer",
            "role": "Analyzes extracted data for patterns and insights",
            "model": "gpt-4",
            "temperature": 0.7,
            "max_tokens": 750,
            "system_prompt": "Analyze the extracted data to find patterns, insights, and possible correlations.",
            "capabilities": [
                "data_analysis",
                "pattern_recognition"
            ],
            "status": "idle",
            "tasks_completed": 0,
            "tasks_failed": 0,
            "tokens_used": 0,
            "avg_response_time": 0.0,
            "progress": 0.0,
            "current_task": null
        },
        {
            "id": "agent3",
            "name": "ChatbotInterface",
            "role": "Provides a conversational interface for user interaction",
            "model": "gpt-3.5-turbo",
            "temperature": 0.6,
            "max_tokens": 600,
            "system_prompt": "Interact with the user to provide data summaries, answer queries, and receive instructions for further data manipulation.",
            "capabilities": [
                "user_interaction",
                "data_summarization"
            ],
            "status": "idle",
            "tasks_completed": 0,
            "tasks_failed": 0,
            "tokens_used": 0,
            "avg_response_time": 0.0,
            "progress": 0.0,
            "current_task": null
        },
        {
            "id": "agent4",
            "name": "DataModifier",
            "role": "Modifies and updates data as per user or system requirements",
            "model": "gpt-4",
            "temperature": 0.4,
            "max_tokens": 1000,
            "system_prompt": "Modify the data according to user commands or predefined rules.",
            "capabilities": [
                "data_modification",
                "data_updating"
            ],
            "status": "idle",
            "tasks_completed": 0,
            "tasks_failed": 0,
            "tokens_used": 0,
            "avg_response_time": 0.0,
            "progress": 0.0,
            "current_task": null
        }
    ],
    "segments": [
        {
            "id": "segment1",
            "name": "DataProcessing",
            "objective": "Process data from extraction to analysis",
            "agent_ids": [
                "agent1",
                "agent2"
            ],
            "workflow": "sequential",
            "coordination_strategy": "priority",
            "completion": 0.0,
            "status": "pending",
            "tokens_used": 0,
            "cost": 0.0
        },
        {
            "id": "segment2",
            "name": "UserInteraction",
            "objective": "Interact with the user to refine data processing and output",
            "agent_ids": [
                "agent3",
                "agent4"
            ],
            "workflow": "parallel",
            "coordination_strategy": "round_robin",
            "completion": 0.0,
            "status": "pending",
            "tokens_used": 0,
            "cost": 0.0
        }
    ],
    "plugins": {
        "schema_detector": true,
        "text_processor": true,
        "table_formatter": true,
        "date_normalizer": true,
        "csv_handler": true,
        "report_generator": true,
        "excel_handler": true,
        "document_memory": true,
        "data_cleaner": true,
        "statistical_analyzer": true,
        "time_series_analyzer": true,
        "chart_generator": true,
        "conversation_memory": true
    },
    "dependencies": [
        "markdown",
        "numpy",
        "openpyxl",
        "pandas",
        "plotly",
        "tabulate",
        "xlrd"
    ]
}