Files
scud_context_api/llm/agent.py
T

132 lines
6.7 KiB
Python

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_id: int, 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()
# Быстрый прямой ответ для списка задач текущего пользователя
if any(phrase in user_lower for phrase in ["все задачи", "покажи задачи", "список задач", "реестр задач"]):
tasks = db_get_tasks(user_id)
if not tasks:
formatted_text = "Ваш список задач пуст."
else:
def get_task_num(t):
tid = str(t.get("task_id", ""))
try:
return int(tid.upper().replace("TASK-", "").strip())
except ValueError:
return 0
tasks_sorted = sorted(tasks, key=get_task_num, reverse=True)
lines = [f"📋 Ваш реестр задач ({len(tasks_sorted)}):\n"]
for t in tasks_sorted:
tid = t.get('task_id', '')
title = t.get('title', 'Без названия')
lines.append(f"• {tid}: {title}")
formatted_text = "\n".join(lines)
return formatted_text, chat_history + [{"role": "user", "content": user_message}, {"role": "assistant", "content": formatted_text}]
if any(phrase in user_lower for phrase in ["системный промпт", "покажи промпт", "промпт системы"]):
prompt_text = db_get_active_system_prompt()
formatted_text = f"⚙️ Актуальный системный промпт ИИ:\n\n{prompt_text}"
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 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(user_id)
if not tasks:
formatted_text = "Ваш список задач пуст."
else:
def get_task_num(t):
tid = str(t.get("task_id", ""))
try:
return int(tid.upper().replace("TASK-", "").strip())
except ValueError:
return 0
tasks_sorted = sorted(tasks, key=get_task_num, reverse=True)
lines = [f"📋 Ваш реестр задач ({len(tasks_sorted)}):\n"]
for t in tasks_sorted:
tid = t.get('task_id', '')
title = t.get('title', 'Без названия')
lines.append(f"• {tid}: {title}")
formatted_text = "\n".join(lines)
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(user_id=user_id, 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(user_id=user_id, 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(user_id=user_id, task_id=task_id_to_del)
formatted_text = f"[✓] Задача {task_id_to_del} успешно удалена из вашей 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