""" Quick CLI for testing the router end-to-end without starting the API server. Usage: python scripts/try_it.py "What is the refund policy for Premium customers?" """ import sys from pathlib import Path sys.path.append(str(Path(__file__).parent.parent)) from app.vector_store import VectorStore from app.orchestrator import Orchestrator from app.config import FAISS_INDEX_DIR def main(): if len(sys.argv) < 2: print('Usage: python scripts/try_it.py "your question here"') sys.exit(1) query = " ".join(sys.argv[1:]) store = VectorStore() store.load(str(FAISS_INDEX_DIR / "index")) orchestrator = Orchestrator(vector_store=store) result = orchestrator.handle_query(query) print(f"\nQuery: {query}") print(f"Route: {result['route']} (confidence: {result['router_confidence']:.2f})") print(f"Hops: {result['hops']}") print(f"Latency: {result['latency_seconds']}s") print(f"Cost units: {result['cost_units']}") print(f"\nAnswer:\n{result['answer']}") if result["chunks_retrieved"]: print(f"\n--- Retrieved {len(result['chunks_retrieved'])} chunk(s) ---") for c in result["chunks_retrieved"]: print(f" [{c['source']}] {c['text'][:100]}...") if __name__ == "__main__": main()