refactor: декомпозиция llm_agent.py в пакет llm (db_tools, schemas, agent)

2026-08-08 13:05:10 +03:00
parent f1ef965640
commit 3966f1d928
6 changed files with 356 additions and 475 deletions
@@ -0,0 +1,130 @@
+import json
+import urllib.request
+import urllib.error
+from typing import List, Dict, Any, Tuple
+from datetime import datetime
+
+from .db_tools import (
+    db_get_active_system_prompt,
+    db_add_system_prompt,
+    db_get_tasks,
+    db_update_task_status,
+    db_delete_task,
+    db_add_task,
+    db_get_rules
+)
+from .schemas import TOOLS_SCHEMA
+
+OLLAMA_URL = "http://192.168.11.3:11434/api/chat"
+MODEL_NAME = "qwen2.5:14b"
+
+def process_chat_message(user_message: str, chat_history: List[Dict[str, Any]] = None) -> Tuple[str, List[Dict[str, Any]]]:
+    if chat_history is None:
+        chat_history = []
+
+    current_now = datetime.now().strftime("%Y-%m-%d %H:%M")
+    user_lower = user_message.lower().strip()
+
+    if any(phrase in user_lower for phrase in ["системный промпт", "покажи промпт", "промпт системы", "промпт из базы"]):
+        prompt_text = db_get_active_system_prompt()
+        formatted_text = f"⚙️ Актуальный системный промпт ИИ (из базы SQLite):\n\n{prompt_text}"
+        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+    if any(phrase in user_lower for phrase in ["базу знаний", "база знаний", "покажи правила", "инструкции ии"]):
+        rules = db_get_rules()
+        formatted_text = "🧠 База знаний ИИ (ai_knowledge_base):\n\n" + "\n\n".join([f"• {r.get('id')}. {r.get('rule_text')}" for r in rules]) if rules else "База знаний пуста."
+        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+    dynamic_prompt_text = db_get_active_system_prompt()
+    system_prompt = {
+        "role": "system",
+        "content": f"Текущая дата и время сервера: {current_now}.\n\n{dynamic_prompt_text}"
+    }
+
+    messages = [system_prompt] + chat_history + [{"role": "user", "content": user_message}]
+
+    payload = {
+        "model": MODEL_NAME,
+        "messages": messages,
+        "tools": TOOLS_SCHEMA,
+        "stream": False,
+        "options": {"num_predict": 2048, "num_ctx": 8192, "temperature": 0.1}
+    }
+
+    req = urllib.request.Request(
+        OLLAMA_URL,
+        data=json.dumps(payload).encode("utf-8"),
+        headers={"Content-Type": "application/json"}
+    )
+
+    try:
+        with urllib.request.urlopen(req) as response:
+            res_data = json.loads(response.read().decode("utf-8"))
+            msg = res_data.get("message", {})
+            tool_calls = msg.get("tool_calls", [])
+            content_str = msg.get("content", "").strip().replace("**", "")
+
+            if not tool_calls and "name" in content_str and "db_" in content_str:
+                try:
+                    start_idx = content_str.find("{")
+                    end_idx = content_str.rfind("}") + 1
+                    if start_idx != -1 and end_idx != -1:
+                        parsed = json.loads(content_str[start_idx:end_idx])
+                        if "name" in parsed:
+                            tool_calls = [{"function": parsed}]
+                except Exception:
+                    pass
+
+            if tool_calls:
+                for tool in tool_calls:
+                    fn_name = tool["function"]["name"]
+                    fn_args = tool["function"].get("arguments", {})
+
+                    if fn_name == "db_get_tasks":
+                        tasks = db_get_tasks()
+                        if not tasks:
+                            formatted_text = "Список задач пуст."
+                        else:
+                            tasks_sorted = sorted(tasks, key=lambda x: x.get('task_id', ''), reverse=True)
+                            formatted_text = f"📋 Реестр задач SCUD Orion AI (Всего: {len(tasks_sorted)}):\n\n"
+                            for t in tasks_sorted:
+                                due = f" (до {t['due_date']})" if t.get('due_date') else ""
+                                formatted_text += f"• {t.get('task_id')} — {t.get('title')}\n"
+                                formatted_text += f"   - Приоритет: {t.get('priority') or 'MEDIUM'} | Статус: {t.get('status') or 'BACKLOG'} | Модуль: {t.get('module') or 'general'}{due}\n\n"
+                        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+                    elif fn_name == "db_get_rules":
+                        rules = db_get_rules()
+                        formatted_text = "🧠 База знаний ИИ (ai_knowledge_base):\n\n" + "\n\n".join([f"• {r.get('id')}. {r.get('rule_text')}" for r in rules]) if rules else "База знаний пуста."
+                        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+                    elif fn_name == "db_get_system_prompt":
+                        prompt_text = db_get_active_system_prompt()
+                        formatted_text = f"⚙️ Актуальный системный промпт ИИ (из базы SQLite):\n\n{prompt_text}"
+                        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+                    elif fn_name == "db_add_system_prompt":
+                        res = db_add_system_prompt(name=fn_args.get("name", "main_agent"), prompt_text=fn_args.get("prompt_text", ""))
+                        formatted_text = res.get("message", "Промпт обновлен.")
+                        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+                    elif fn_name == "db_add_task":
+                        res = db_add_task(module=fn_args.get("module", "general"), title=fn_args.get("title"), priority=fn_args.get("priority", "MEDIUM"), due_date=fn_args.get("due_date"))
+                        formatted_text = f"[✓] Задача {res.get('task_id', 'TASK')} успешно создана!" if "status" in res else f"❌ Ошибка: {res.get('error')}"
+                        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+                    elif fn_name == "db_update_task_status":
+                        res = db_update_task_status(task_id=fn_args.get("task_id"), status=fn_args.get("status"), due_date=fn_args.get("due_date"))
+                        formatted_text = f"[✓] Статус задачи {fn_args.get('task_id')} обновлен!" if "status" in res else f"❌ Ошибка: {res.get('error')}"
+                        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+                    elif fn_name == "db_delete_task":
+                        task_id_to_del = fn_args.get("task_id", "").upper()
+                        res = db_delete_task(task_id=task_id_to_del)
+                        formatted_text = f"[✓] Задача {task_id_to_del} успешно удалена из базы!" if "status" in res else f"❌ Ошибка: {res.get('error')}"
+                        return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
+
+            return content_str, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": content_str}]
+
+    except urllib.error.URLError as e:
+        return f"Ошибка связи с Ollama ({OLLAMA_URL}): {e}", chat_history