Function run_chat

rag_system/main.py:264–281

Runs the agentic RAG pipeline for a given query. Returns the result as a JSON string.

(query: str)

    print("✅ Indexing complete.")

def run_chat(query: str):
    """
    Runs the agentic RAG pipeline for a given query.
    Returns the result as a JSON string.
    """
    try:
        validate_model_config()
        ollama_client = OllamaClient(OLLAMA_CONFIG["host"])
    except ConnectionError as e:
        print(e)
        return json.dumps({"error": str(e)}, indent=2)
    except ValueError as e:
        print(f"Configuration Error: {e}")
        return json.dumps({"error": f"Configuration Error: {e}"}, indent=2)

    agent = Agent(PIPELINE_CONFIGS['default'], ollama_client, OLLAMA_CONFIG)
    result = agent.run(query)
    return json.dumps(result, indent=2, ensure_ascii=False)

def show_graph():
    """