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Update prompt_builder.py
Browse files- prompt_builder.py +71 -18
prompt_builder.py
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"""
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Flare – Prompt Builder
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"""
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from
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from
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from config_provider import IntentConfig, ParameterConfig
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def build_param_extract_prompt(general: str, intent: IntentConfig, missing: List[ParameterConfig]) -> str:
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names = ", ".join(p.name for p in missing)
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return f"{general}\nIntent: {intent.name}\nEksik parametreleri çıkar: {names}"
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def build_api_humanize_prompt(general: str, response_prompt: str, api_json: str) -> str:
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return f"{general}\n{response_prompt}\nJSON:\n{api_json}"
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"""
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Flare – Prompt Builder (v2)
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============================
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• build_intent_prompt
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• build_parameter_prompt
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Spark (LLM) çağrılarına gidecek ‘system’ prompt’ları üretir.
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"""
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from typing import List, Dict
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from datetime import datetime
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# 🕒 zamanlı log
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def log(msg: str) -> None:
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print(f"[{datetime.now().strftime('%H:%M:%S')}] {msg}", flush=True)
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# ---------------------------------------------------------------------------
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# INTENT DETECTION PROMPT
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# ---------------------------------------------------------------------------
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def build_intent_prompt(general_prompt: str,
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conversation: List[Dict[str, str]],
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user_input: str) -> str:
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"""
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Returns system-prompt string for LLM to detect intent.
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"""
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history = "\n".join(
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f"{m['role'].upper()}: {m['content']}" for m in conversation[-10:]
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)
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prompt = (
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f"{general_prompt}\n\n"
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f"Conversation so far:\n{history}\n\n"
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f"USER: {user_input.strip()}"
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)
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log("✅ Intent prompt built")
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return prompt
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# ---------------------------------------------------------------------------
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# PARAMETER EXTRACTION PROMPT
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# ---------------------------------------------------------------------------
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_RESULT_SPEC = (
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"Return exactly ONE line in the format:\n"
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"#PARAMETERS:{\"extracted\":[{\"name\":\"<param>\",\"value\":\"<val>\"},...],"
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"\"missing\":[\"<param>\",...]}"
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)
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def build_parameter_prompt(intent_cfg: Dict,
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missing_params: List[str],
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user_input: str,
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conversation: List[Dict[str, str]]) -> str:
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"""
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intent_cfg : intent section from service_config
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missing_params : list of param names still required
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"""
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lines = [
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"You will extract ONLY the parameters listed below.",
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"If a parameter cannot be found OR fails validation, keep it in the "
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"\"missing\" list. Never guess values."
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]
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for p in intent_cfg["parameters"]:
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if p["name"] in missing_params:
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lines.append(f"* {p['name']}: {p['extraction_prompt']}")
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lines.append(_RESULT_SPEC)
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history = "\n".join(
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f"{m['role'].upper()}: {m['content']}" for m in conversation[-10:]
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)
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prompt = (
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"\n".join(lines) +
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"\n\nConversation so far:\n" + history +
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"\n\nUSER: " + user_input.strip()
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)
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log("✅ Parameter-prompt built")
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return prompt
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