A temporary directory that is deleted when the object is destroyed.

Result of loading skills from a directory.

Truncation result

Search result with score and snippet

Represents a text chunk with line numbers

Fuzzy match result

Represents a memory chunk with text and embedding

Tool manager for managing tools.

wx859 消息处理类 - 简化版，无日志输出

Agent Stream Executor Handles multi-turn reasoning loop based on tool-call: 1. LLM generates response (may include tool calls) 2

Configuration for memory storage and search

SQLite-based storage with FTS5 for keyword search

Manages skills for an agent.

Tool execution result

Represents an action taken by an agent. Attributes: id: Unique identifier for the action agent_id: ID of the agent that

Bridge class that integrates super Agent with COW Manages multiple agent instances per session for conversation isolation

Handles agent events and optionally sends intermediate messages to channel

Handles agent initialization including: - Workspace setup - Memory system initialization - Tool loading - System prompt buildin

LLM Model adapter that uses COW's existing bot infrastructure

用于生成阿里云服务认证令牌的类。 属性: - access_key_id (str): 您的阿里云访问密钥ID。 - access_key_secret (str): 您的阿里云访问密钥秘密。

上下文文件

SQLite-backed store for per-session conversation history. Usage: store = ConversationStore(db_path) store.append_messages("u

Tool for managing environment variables (API keys, etc.)

Request model for LLM operations

Manages memory flush operations before context compaction Similar to clawdbot's memory flush mechanism: - Triggers when context appr

Tool for reading memory file contents

Memory manager with hybrid search capabilities Provides long-term memory for agents with vector and keyword search

Tool for searching agent memory

OpenAI embedding provider using REST API

提示词构建器

保护类，风控保护机制。 使用单例模式确保全局只有一个实例。 Attributes: login_stat_path (str): 登录状态文件的路径 login_stat (dict): 登录状态信息 login_ti