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""" | |
Flare β Prompt Builder (v6 Β· 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", "SalΔ±", "ΓarΕamba", "PerΕembe", "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 | |
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
# INTENT PROMPT | |
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
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 Γ§evir | |
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 - tΔ±rnak iΓ§inde ve virgΓΌlle ayrΔ±lmΔ±Ε | |
intent_names_str = ', '.join([f'"{name}"' for name in intent_names]) | |
internal_prompt = internal_prompt.replace("<intent names>", intent_names_str) | |
# Intent captions - tΔ±rnak iΓ§inde ve virgΓΌlle ayrΔ±lmΔ±Ε | |
intent_captions_str = ', '.join([f'"{caption}"' for caption in intent_captions]) | |
internal_prompt = internal_prompt.replace("<intent captions>", intent_captions_str) | |
# Project language | |
internal_prompt = internal_prompt.replace("<project language>", 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' β’ detection_prompt β "{det}"' if det else "" | |
exs = " | ".join(it.examples) if it.examples else "" | |
ex_part = f" β’ examples β {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("β Intent prompt built (with internal prompt)") | |
return prompt | |
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
# RESPONSE PROMPT | |
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
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 yanΔ±tΔ±nΔ± kullanΔ±cΔ±ya aΓ§Δ±kla:" | |
# Response mappings varsa, mapping bilgilerini ekle | |
if api_config.response_mappings: | |
mapping_info = [] | |
for mapping in api_config.response_mappings: | |
# JSON path'e gΓΆre deΔeri bul | |
value = extract_value_from_json_path(api_response, mapping.json_path) | |
if value is not None: | |
# Type'a gΓΆre formatlama | |
if mapping.type == "date": | |
# ISO date'i TΓΌrkΓ§e formata Γ§evir | |
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\nΓnemli Bilgiler:\n" + "\n".join(f"β’ {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 | |
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
# PARAMETER PROMPT | |
# βββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββββ | |
_FMT = """#PARAMETERS:{"extracted":[{"name":"<param>","value":"<val>"},...],"missing":["<param>",...]}""" | |
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?', 'ΓΆnerin var mΔ±?')", | |
"- Expressing uncertainty (e.g. 'tam net deΔil', 'emin deΔilim', '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"β’ {p.name}: {p.extraction_prompt}\n" | |
f" IMPORTANT DATE RULES:\n" | |
f" - 'bugΓΌn' = {date_ctx['today']}\n" | |
f" - 'yarΔ±n' = {date_ctx['tomorrow']}\n" | |
f" - 'ΓΆbΓΌr gΓΌn' = {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 bugΓΌn' = {date_ctx['next_week_same_day']}\n" | |
f" - 'iki hafta sonra' = {date_ctx['two_weeks_later']}\n" | |
f" - '15 gΓΌn sonra' = add 15 days to today\n" | |
f" - '10 Temmuz' = {date_ctx['today_year']}-07-10\n" | |
f" - Turkish months: Ocak=01, Εubat=02, Mart=03, Nisan=04, MayΔ±s=05, Haziran=06, " | |
f"Temmuz=07, AΔustos=08, EylΓΌl=09, Ekim=10, KasΔ±m=11, AralΔ±k=12" | |
) | |
parts.append(date_prompt) | |
else: | |
parts.append(f"β’ {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"π Parameter prompt built for missing: {missing_params}") | |
return prompt |