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* ♻️ refactor(pydantic): 提取 Pydantic 兼容函数到独立模块 * ♻️ refactor!(llm): 重构LLM服务，引入现代化工具和执行器架构 🏗️ **架构变更** - 引入ToolProvider/ToolExecutable协议，取代ToolRegistry - 新增LLMToolExecutor，分离工具调用逻辑 - 新增BaseMemory抽象，解耦会话状态管理 🔄 **API重构** - 移除：analyze, analyze_multimodal, pipeline_chat - 新增：generate_structured, run_with_tools - 重构：chat, search, code变为无状态调用 🛠️ **工具系统** - 新增@function_tool装饰器 - 统一工具定义到ToolExecutable协议 - 移除MCP工具系统和mcp_tools.json --------- Co-authored-by: webjoin111 <455457521@qq.com>
96 lines
2.0 KiB
Python
96 lines
2.0 KiB
Python
"""
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LLM 服务模块 - 公共 API 入口
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提供统一的 AI 服务调用接口、核心类型定义和模型管理功能。
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"""
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from .api import (
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chat,
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code,
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embed,
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generate,
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generate_structured,
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run_with_tools,
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search,
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)
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from .config import (
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CommonOverrides,
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LLMGenerationConfig,
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register_llm_configs,
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)
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register_llm_configs()
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from .api import ModelName
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from .manager import (
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clear_model_cache,
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get_cache_stats,
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get_global_default_model_name,
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get_model_instance,
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list_available_models,
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list_embedding_models,
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list_model_identifiers,
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set_global_default_model_name,
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)
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from .session import AI, AIConfig
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from .tools import function_tool, tool_provider_manager
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from .types import (
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EmbeddingTaskType,
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LLMContentPart,
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LLMErrorCode,
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LLMException,
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LLMMessage,
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LLMResponse,
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ModelDetail,
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ModelInfo,
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ModelProvider,
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ResponseFormat,
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TaskType,
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ToolCategory,
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ToolMetadata,
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UsageInfo,
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)
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from .utils import create_multimodal_message, message_to_unimessage, unimsg_to_llm_parts
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__all__ = [
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"AI",
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"AIConfig",
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"CommonOverrides",
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"EmbeddingTaskType",
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"LLMContentPart",
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"LLMErrorCode",
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"LLMException",
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"LLMGenerationConfig",
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"LLMMessage",
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"LLMResponse",
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"ModelDetail",
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"ModelInfo",
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"ModelName",
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"ModelProvider",
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"ResponseFormat",
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"TaskType",
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"ToolCategory",
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"ToolMetadata",
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"UsageInfo",
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"chat",
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"clear_model_cache",
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"code",
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"create_multimodal_message",
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"embed",
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"function_tool",
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"generate",
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"generate_structured",
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"get_cache_stats",
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"get_global_default_model_name",
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"get_model_instance",
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"list_available_models",
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"list_embedding_models",
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"list_model_identifiers",
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"message_to_unimessage",
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"register_llm_configs",
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"run_with_tools",
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"search",
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"set_global_default_model_name",
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"tool_provider_manager",
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"unimsg_to_llm_parts",
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]
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