# config_manager.py # -*- coding: utf-8 -*- import json import os import threading from llm_adapters import create_llm_adapter from embedding_adapters import create_embedding_adapter def load_config(config_file: str) -> dict: """从指定的 config_file 加载配置,若不存在则返回空字典。""" if os.path.exists(config_file): try: with open(config_file, 'r', encoding='utf-8') as f: return json.load(f) except: pass return {} def save_config(config_data: dict, config_file: str) -> bool: """将 config_data 保存到 config_file 中,返回 True/False 表示是否成功。""" try: with open(config_file, 'w', encoding='utf-8') as f: json.dump(config_data, f, ensure_ascii=False, indent=4) return True except: return False def test_llm_config(interface_format, api_key, base_url, model_name, temperature, max_tokens, timeout, log_func, handle_exception_func): """测试当前的LLM配置是否可用""" def task(): try: log_func("开始测试LLM配置...") llm_adapter = create_llm_adapter( interface_format=interface_format, base_url=base_url, model_name=model_name, api_key=api_key, temperature=temperature, max_tokens=max_tokens, timeout=timeout ) test_prompt = "Please reply 'OK'" response = llm_adapter.invoke(test_prompt) if response: log_func("✅ LLM配置测试成功!") log_func(f"测试回复: {response}") else: log_func("❌ LLM配置测试失败:未获取到响应") except Exception as e: log_func(f"❌ LLM配置测试出错: {str(e)}") handle_exception_func("测试LLM配置时出错") threading.Thread(target=task, daemon=True).start() def test_embedding_config(api_key, base_url, interface_format, model_name, log_func, handle_exception_func): """测试当前的Embedding配置是否可用""" def task(): try: log_func("开始测试Embedding配置...") embedding_adapter = create_embedding_adapter( interface_format=interface_format, api_key=api_key, base_url=base_url, model_name=model_name ) test_text = "测试文本" embeddings = embedding_adapter.embed_query(test_text) if embeddings and len(embeddings) > 0: log_func("✅ Embedding配置测试成功!") log_func(f"生成的向量维度: {len(embeddings)}") else: log_func("❌ Embedding配置测试失败:未获取到向量") except Exception as e: log_func(f"❌ Embedding配置测试出错: {str(e)}") handle_exception_func("测试Embedding配置时出错") threading.Thread(target=task, daemon=True).start()