Configurazione

config = {
    "vector_store": {
        "provider": "qdrant",
        "config": {"host": "localhost", "port": 6333},
    },
    "llm": {
        "provider": "openai",
        "config": {"api_key": "your-api-key", "model": "gpt-4"},
    },
    "embedder": {
        "provider": "openai",
        "config": {"api_key": "your-api-key", "model": "text-embedding-3-small"},
    },
    "graph_store": {
        "provider": "neo4j",
        "config": {
            "url": "neo4j+s://your-instance",
            "username": "neo4j",
            "password": "password",
        },
    },
    "history_db_path": "/path/to/history.db",
    "version": "v1.1",
    "custom_fact_extraction_prompt": "Optional custom prompt for fact extraction for memory",
    "custom_update_memory_prompt": "Optional custom prompt for update memory",
}