""" Flare – Prompt Builder (v6 · date handling) ============================================================== """ from typing import List, Dict from datetime import datetime, timedelta from utils import log from config_provider import ConfigProvider # Date helper for Turkish date expressions def _get_date_context() -> Dict[str, str]: """Generate date context for Turkish date expressions""" now = datetime.now() # Weekday names in Turkish weekdays_tr = ["Pazartesi", "Salı", "Çarşamba", "Perşembe", "Cuma", "Cumartesi", "Pazar"] today_weekday = weekdays_tr[now.weekday()] # Calculate various dates dates = { "today": now.strftime("%Y-%m-%d"), "tomorrow": (now + timedelta(days=1)).strftime("%Y-%m-%d"), "day_after_tomorrow": (now + timedelta(days=2)).strftime("%Y-%m-%d"), "this_weekend_saturday": (now + timedelta(days=(5-now.weekday())%7)).strftime("%Y-%m-%d"), "this_weekend_sunday": (now + timedelta(days=(6-now.weekday())%7)).strftime("%Y-%m-%d"), "next_week_same_day": (now + timedelta(days=7)).strftime("%Y-%m-%d"), "two_weeks_later": (now + timedelta(days=14)).strftime("%Y-%m-%d"), "today_weekday": today_weekday, "today_day": now.day, "today_month": now.month, "today_year": now.year } return dates # ───────────────────────────────────────────────────────────────────────────── # INTENT PROMPT # ───────────────────────────────────────────────────────────────────────────── def build_intent_prompt(general_prompt: str, conversation: List[Dict[str, str]], user_input: str, intents: List, project_name: str = None) -> str: # Get config when needed cfg = ConfigProvider.get() # Get internal prompt from config internal_prompt = cfg.global_config.internal_prompt or "" # Extract intent names and captions intent_names = [it.name for it in intents] intent_captions = [it.caption or it.name for it in intents] # Get project language project_language = "Turkish" # Default if project_name: project = next((p for p in cfg.projects if p.name == project_name), None) if project: # Language code'u language name'e çevir lang_map = { "tr": "Turkish", "en": "English", "de": "German", "fr": "French", "es": "Spanish" } project_language = lang_map.get(project.default_language, "Turkish") # Replace placeholders in internal prompt if internal_prompt: # Intent names - tırnak içinde ve virgülle ayrılmış intent_names_str = ', '.join([f'"{name}"' for name in intent_names]) internal_prompt = internal_prompt.replace("", intent_names_str) # Intent captions - tırnak içinde ve virgülle ayrılmış intent_captions_str = ', '.join([f'"{caption}"' for caption in intent_captions]) internal_prompt = internal_prompt.replace("", intent_captions_str) # Project language internal_prompt = internal_prompt.replace("", project_language) # === INTENT INDEX === lines = ["### INTENT INDEX ###"] for it in intents: # IntentConfig object attribute access det = it.detection_prompt.strip() if it.detection_prompt else "" det_part = f' • detection_prompt → "{det}"' if det else "" exs = " | ".join(it.examples) if it.examples else "" 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:] ) # Combine prompts combined_prompt = internal_prompt + "\n\n" + general_prompt if internal_prompt else general_prompt prompt = ( f"{combined_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 (with internal prompt)") return prompt # ───────────────────────────────────────────────────────────────────────────── # RESPONSE PROMPT # ───────────────────────────────────────────────────────────────────────────── def build_api_response_prompt(api_config, api_response: Dict) -> str: """Build prompt for API response with mappings""" response_prompt = api_config.response_prompt or "API yanıtını kullanıcıya açıkla:" # Response mappings varsa, mapping bilgilerini ekle if api_config.response_mappings: mapping_info = [] for mapping in api_config.response_mappings: # JSON path'e göre değeri bul value = extract_value_from_json_path(api_response, mapping.json_path) if value is not None: # Type'a göre formatlama if mapping.type == "date": # ISO date'i Türkçe formata çevir try: dt = datetime.fromisoformat(value.replace('Z', '+00:00')) value = dt.strftime("%d %B %Y %H:%M") except: pass elif mapping.type == "float": try: value = f"{float(value):,.2f}" except: pass mapping_info.append(f"{mapping.caption}: {value}") if mapping_info: # Response prompt'a mapping bilgilerini ekle mapping_text = "\n\nÖnemli Bilgiler:\n" + "\n".join(f"• {info}" for info in mapping_info) response_prompt = response_prompt.replace("{{api_response}}", f"{{{{api_response}}}}{mapping_text}") # API response'u JSON string olarak ekle response_json = json.dumps(api_response, ensure_ascii=False, indent=2) final_prompt = response_prompt.replace("{{api_response}}", response_json) return final_prompt def extract_value_from_json_path(data: Dict, path: str): """Extract value from JSON using dot notation path""" try: parts = path.split('.') value = data for part in parts: if isinstance(value, dict): value = value.get(part) elif isinstance(value, list) and part.isdigit(): value = value[int(part)] else: return None return value except: return None # ───────────────────────────────────────────────────────────────────────────── # PARAMETER PROMPT # ───────────────────────────────────────────────────────────────────────────── _FMT = """#PARAMETERS:{"extracted":[{"name":"","value":""},...],"missing":["",...]}""" def build_parameter_prompt(intent_cfg, missing_params: List[str], user_input: str, conversation: List[Dict[str, str]]) -> str: date_ctx = _get_date_context() parts: List[str] = [ "You are extracting parameters from user messages in TURKISH.", f"Today is {date_ctx['today']} ({date_ctx['today_weekday']}). Tomorrow is {date_ctx['tomorrow']}.", "Extract ONLY the parameters listed below from the conversation.", "Look at BOTH the current message AND previous messages to find parameter values.", "If a parameter cannot be found, is invalid, or wasn't provided, keep it in the \"missing\" list.", "Never guess or make up values. Only extract values explicitly given by the user.", "", "IMPORTANT: If the user is NOT providing the requested parameter but instead:", "- Asking for recommendations or advice (e.g. 'nereye gitsem?', 'önerin var mı?')", "- Expressing uncertainty (e.g. 'tam net değil', 'emin değilim', 'bilmiyorum')", "- Changing the subject or asking something else", "Then DO NOT extract any value for that parameter. Keep it in the 'missing' list.", "" ] # Add parameter descriptions parts.append("Parameters to extract:") for p in intent_cfg.parameters: if p.name in missing_params: # Special handling for date type parameters if p.type == "date": date_prompt = ( f"• {p.name}: {p.extraction_prompt}\n" f" IMPORTANT DATE RULES:\n" f" - 'bugün' = {date_ctx['today']}\n" f" - 'yarın' = {date_ctx['tomorrow']}\n" f" - 'öbür gün' = {date_ctx['day_after_tomorrow']}\n" f" - 'bu hafta sonu' = {date_ctx['this_weekend_saturday']} or {date_ctx['this_weekend_sunday']}\n" f" - 'bu cumartesi' = {date_ctx['this_weekend_saturday']}\n" f" - 'bu pazar' = {date_ctx['this_weekend_sunday']}\n" f" - 'haftaya' or 'gelecek hafta' = add 7 days to current date\n" f" - 'haftaya bugün' = {date_ctx['next_week_same_day']}\n" f" - 'iki hafta sonra' = {date_ctx['two_weeks_later']}\n" f" - '15 gün sonra' = add 15 days to today\n" f" - '10 Temmuz' = {date_ctx['today_year']}-07-10\n" f" - Turkish months: Ocak=01, Şubat=02, Mart=03, Nisan=04, Mayıs=05, Haziran=06, " f"Temmuz=07, Ağustos=08, Eylül=09, Ekim=10, Kasım=11, Aralık=12" ) parts.append(date_prompt) else: parts.append(f"• {p.name}: {p.extraction_prompt}") # Add format instruction parts.append("") parts.append("IMPORTANT: Your response must start with '#PARAMETERS:' followed by the JSON.") parts.append("Return ONLY this format with no extra text before or after:") parts.append(_FMT) # Add conversation history 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(f"📝 Parameter prompt built for missing: {missing_params}") return prompt