Update prompt_builder.py

prompt_builder.py

@@ -171,6 +171,7 @@ def extract_value_from_json_path(data: Dict, path: str):
         return value
     except:
         return None
+        
 # ─────────────────────────────────────────────────────────────────────────────
 # PARAMETER PROMPT
 # ─────────────────────────────────────────────────────────────────────────────
@@ -244,4 +245,144 @@ def build_parameter_prompt(intent_cfg,
     )
     
     log(f"📝 Parameter prompt built for missing: {missing_params}")
-    return prompt
+    return prompt
+
+def build_smart_parameter_question_prompt(
+    collection_config,  # ParameterCollectionConfig
+    intent_config,      # IntentConfig
+    missing_params: List[str],
+    session,           # Session object
+    project_language: str = "Turkish"
+) -> str:
+    """Akıllı parametre sorusu üretmek için prompt oluştur"""
+    
+    # Config'den template'i al
+    template = collection_config.collection_prompt
+    
+    # Conversation history'yi formatla
+    conversation_history = _format_conversation_history(session.chat_history)
+    
+    # Toplanan parametreleri formatla
+    collected_params = _format_collected_params(session.variables, intent_config)
+    
+    # Eksik parametreleri formatla
+    missing_params_str = _format_missing_params(missing_params, intent_config)
+    
+    # Cevaplanmayan parametreleri formatla
+    unanswered_params_str = _format_unanswered_params(
+        session.unanswered_parameters, 
+        intent_config,
+        session.asked_parameters
+    )
+    
+    # Kaç parametre sorulacağını belirle
+    params_to_ask_count = min(
+        len(missing_params),
+        collection_config.max_params_per_question
+    )
+    
+    # Template'i doldur
+    prompt = template.replace("{{conversation_history}}", conversation_history)
+    prompt = prompt.replace("{{intent_name}}", intent_config.name)
+    prompt = prompt.replace("{{intent_caption}}", intent_config.caption)
+    prompt = prompt.replace("{{collected_params}}", collected_params)
+    prompt = prompt.replace("{{missing_params}}", missing_params_str)
+    prompt = prompt.replace("{{unanswered_params}}", unanswered_params_str)
+    prompt = prompt.replace("{{max_params}}", str(params_to_ask_count))
+    prompt = prompt.replace("{{project_language}}", project_language)
+    
+    log(f"📝 Smart parameter question prompt built for {params_to_ask_count} params")
+    return prompt
+
+# ─────────────────────────────────────────────────────────────────────────────
+# HELPER FUNCTIONS FOR SMART PARAMETER COLLECTION
+# ─────────────────────────────────────────────────────────────────────────────
+def _format_conversation_history(chat_history: List[Dict[str, str]]) -> str:
+    """Format conversation history for prompt"""
+    # Son 5 mesajı al
+    recent_history = chat_history[-5:] if len(chat_history) > 5 else chat_history
+    
+    formatted = []
+    for msg in recent_history:
+        role = "User" if msg["role"] == "user" else "Assistant"
+        formatted.append(f"{role}: {msg['content']}")
+    
+    return "\n".join(formatted) if formatted else "No previous conversation"
+
+
+def _format_collected_params(variables: Dict[str, str], intent_config) -> str:
+    """Format collected parameters"""
+    collected = []
+    
+    for param in intent_config.parameters:
+        if param.variable_name in variables:
+            value = variables[param.variable_name]
+            collected.append(f"- {param.caption}: {value}")
+    
+    return "\n".join(collected) if collected else "None collected yet"
+
+
+def _format_missing_params(missing_params: List[str], intent_config) -> str:
+    """Format missing parameters with their captions"""
+    missing = []
+    
+    for param_name in missing_params:
+        param = next((p for p in intent_config.parameters if p.name == param_name), None)
+        if param:
+            missing.append(f"- {param.caption} ({param.name})")
+    
+    return "\n".join(missing) if missing else "None"
+
+
+def _format_unanswered_params(unanswered_params: List[str], intent_config, asked_params: Dict[str, int]) -> str:
+    """Format unanswered parameters with ask count"""
+    unanswered = []
+    
+    for param_name in unanswered_params:
+        param = next((p for p in intent_config.parameters if p.name == param_name), None)
+        if param:
+            ask_count = asked_params.get(param_name, 0)
+            unanswered.append(f"- {param.caption} (asked {ask_count} time{'s' if ask_count > 1 else ''})")
+    
+    return "\n".join(unanswered) if unanswered else "None"
+
+
+def extract_params_from_question(question: str, all_params: List[str], intent_config) -> List[str]:
+    """
+    Sorulan sorudan hangi parametrelerin sorulduğunu tahmin et
+    (LLM'in hangi parametreleri sorduğunu anlamak için basit bir yaklaşım)
+    """
+    found_params = []
+    question_lower = question.lower()
+    
+    for param_name in all_params:
+        param = next((p for p in intent_config.parameters if p.name == param_name), None)
+        if param:
+            # Parametre caption'ının veya keywords'ünün soruda geçip geçmediğini kontrol et
+            caption_words = param.caption.lower().split()
+            
+            # Caption kelimelerinden herhangi biri soruda geçiyorsa
+            if any(word in question_lower for word in caption_words if len(word) > 3):
+                found_params.append(param_name)
+                continue
+            
+            # Parametre tipine göre özel kontroller
+            if param.type == "date":
+                date_keywords = ["tarih", "zaman", "gün", "hafta", "ay", "yıl", "ne zaman", "hangi gün"]
+                if any(keyword in question_lower for keyword in date_keywords):
+                    found_params.append(param_name)
+            elif param.type == "city":
+                city_keywords = ["şehir", "nereden", "nereye", "hangi il", "il", "yer"]
+                if any(keyword in question_lower for keyword in city_keywords):
+                    found_params.append(param_name)
+            elif param.type == "number":
+                number_keywords = ["kaç", "sayı", "miktar", "adet", "kişi", "yolcu"]
+                if any(keyword in question_lower for keyword in number_keywords):
+                    found_params.append(param_name)
+    
+    # Eğer hiçbir parametre bulunamadıysa, en az öncelikli olanı döndür
+    if not found_params and all_params:
+        found_params = [all_params[0]]
+    
+    log(f"🔍 Extracted params from question: {found_params}")
+    return found_params