flare / prompt_builder.py
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"""
Flare – 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
cfg = ConfigProvider.get()
# 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±", "Γ‡arşamba", "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: # project_name parametresi ekle
# 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 - tırnak içinde ve virgülle ayrılmış
intent_names_str = ', '.join([f'"{name}"' for name in intent_names])
internal_prompt = internal_prompt.replace("<intent names>", 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>", 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("βœ… Intent prompt built (with internal prompt)")
return prompt
# ─────────────────────────────────────────────────────────────────────────────
# PARAMETER PROMPT - Improved version
# ─────────────────────────────────────────────────────────────────────────────
_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.",
""
]
# 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, 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"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"πŸ“ Parameter prompt built for missing: {missing_params}")
return prompt