"""Interactive CLI client for the RAG agent."""

import argparse
from typing import Any

from .rag_tools import search_knowledge_base, add_to_knowledge_base
from .agent import executor


def main() -> None:
    parser = argparse.ArgumentParser(description="RAG CLI client.")
    parser.add_argument("command", choices=["/add", "/search", "/quit"], help="Command to execute")
    parser.add_argument("--text", default="", help="Text for /add or query for /search")
    args = parser.parse_args()

    if args.command == "/add":
        result = add_to_knowledge_base(args.text)
        print(result)
    elif args.command == "/search":
        results = search_knowledge_base(args.text, max_results=5)
        for text, score in results:
            print(f"{score:.4f}: {text[:200]}...")
    else:  # /quit
        print("Goodbye!")

if __name__ == "__main__":
    main()