"""CLI: python ask.py 'your question here'""" from __future__ import annotations import argparse import json from agent.loop import run_agent def main() -> None: ap = argparse.ArgumentParser() ap.add_argument("question", nargs="+") ap.add_argument("--trace", action="store_true") args = ap.parse_args() q = " ".join(args.question) res = run_agent(q) print("\n=== ROUTE ===") print(res.route) print("\n=== ANSWER ===") print(res.answer) print("\n=== CITATIONS ===") for c in res.citations: print(f" [{c['n']}] {c['title']} (p.{c['page_start']}-{c['page_end']}) score={c['score']:.3f}") print(f"\nConfidence: {res.confidence:.2f} iterations: {res.iterations}") if args.trace: print("\n=== TRACE ===") for s in res.trace: print(f" • {s.kind}: {json.dumps(s.detail, default=str)[:200]}") if __name__ == "__main__": main()