""" Command‑line interface for the RAG agent. Commands: add – add document from file to knowledge base search – search query in knowledge base quit – exit """ import argparse import asyncio from pathlib import Path from langchain_core.messages import HumanMessage from agent import agent async def run_cli(): parser = argparse.ArgumentParser(description="RAG Agent CLI") subparsers = parser.add_subparsers(dest="cmd", required=True) add_parser = subparsers.add_parser("add", help="Add document from file") add_parser.add_argument("file", type=Path, help="Path to text file") search_parser = subparsers.add_parser("search", help="Search query in knowledge base") search_parser.add_argument("query", type=str, help="Search string") args = parser.parse_args() if args.cmd == "add": content = args.file.read_text(encoding="utf-8") title = args.file.stem await agent.ainvoke( {"messages": [HumanMessage(content=f"Add document: {title}")]}, {"configurable": {"thread_id": "cli-add"}}, ) elif args.cmd == "search": result = await agent.ainvoke( {"messages": [HumanMessage(content=args.query)]}, {"configurable": {"thread_id": "cli-search"}}, ) print(result["messages"][-1].content) if __name__ == "__main__": # pragma: no cover asyncio.run(run_cli())