""" Flare – Prompt Builder (v4-fix · detection_prompt + examples) ============================================================== """ from typing import List, Dict from datetime import datetime def log(msg: str) -> None: print(f"[{datetime.now().strftime('%H:%M:%S')}] {msg}", flush=True) # ───────────────────────────────────────────────────────────────────────────── # INTENT PROMPT # ───────────────────────────────────────────────────────────────────────────── def build_intent_prompt(general_prompt: str, conversation: List[Dict[str, str]], user_input: str, intents: List[Dict]) -> str: # === INTENT INDEX === lines = ["### INTENT INDEX ###"] for it in intents: det = it.get("detection_prompt", "").strip() det_part = f" • detection_prompt → “{det}”" if det else "" exs = " | ".join(it.get("examples", [])) ex_part = f" • examples → {exs}" if exs else "" newline_between = "\n" if det_part and ex_part else "" lines.append(f"{it['name']}:{det_part}{newline_between}{ex_part}") intent_index = "\n".join(lines) # === HISTORY === history_block = "\n".join( f"{m['role'].upper()}: {m['content']}" for m in conversation[-10:] ) prompt = ( f"{general_prompt}\n\n" f"{intent_index}\n\n" f"Conversation so far:\n{history_block}\n\n" f"USER: {user_input.strip()}" ) log("✅ Intent prompt built (index with detection_prompt)") return prompt # ───────────────────────────────────────────────────────────────────────────── # PARAMETER PROMPT (değişmedi) # ───────────────────────────────────────────────────────────────────────────── _FMT = ( "Return exactly ONE line in the format:\n" "#PARAMETERS:{" "\"extracted\":[{\"name\":\"\",\"value\":\"\"},...]," "\"missing\":[\"\",...]}" ) def build_parameter_prompt(intent_cfg: Dict, missing_params: List[str], user_input: str, conversation: List[Dict[str, str]]) -> str: parts: List[str] = [ "You will extract ONLY the parameters listed below.", "If a parameter cannot be found OR fails validation, keep it in the " "\"missing\" list. Never guess values." ] for p in intent_cfg["parameters"]: if p["name"] in missing_params: parts.append(f"* {p['name']}: {p['extraction_prompt']}") parts.append(_FMT) history_block = "\n".join( f"{m['role'].upper()}: {m['content']}" for m in conversation[-10:] ) prompt = ( "\n".join(parts) + "\n\nConversation so far:\n" + history_block + "\n\nUSER: " + user_input.strip() ) log("✅ Parameter prompt built") return prompt