"""Run tri-retrieve + fact-first persona-biased fusion.""" from __future__ import annotations import argparse import json from fic_agent.config import RuntimeConfig from fic_agent.generation.compose import run_tri_retrieve_and_compose def main() -> None: parser = argparse.ArgumentParser(description="fic-agent tri-retrieve + compose") parser.add_argument("--query", required=True, help="User query") parser.add_argument("--character", default=None, help="Target character name") parser.add_argument("--style-correct", action="store_true", help="Apply style-only second pass") parser.add_argument("--dump-evidence", action="store_true", help="Print retrieved evidence JSON") args = parser.parse_args() cfg = RuntimeConfig() result = run_tri_retrieve_and_compose( query=args.query, cfg=cfg, character=args.character, style_correct=args.style_correct, ) print("=== ANSWER ===") print(result.answer) print( f"\n=== TOKEN USAGE === total={result.token_usage.get('total_tokens', 0)} " f"(prompt={result.token_usage.get('prompt_tokens', 0)}, " f"completion={result.token_usage.get('completion_tokens', 0)}, " f"calls={result.token_usage.get('calls', 0)})" ) if args.dump_evidence: print("\n=== EVIDENCE ===") print(json.dumps(result.evidence, ensure_ascii=False, indent=2)) if __name__ == "__main__": main()