jimi
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2.0 KiB
2.0 KiB
Qingjian CS (AgentScope Official Multi-Agent)
按 AgentScope 官方范式实现：
ReActAgentToolkit.register_tool_function(...)OpenAIChatFormatterInMemoryMemorystructured_model输出Orchestrator编排（单阶段直达 Specialists）
架构
app/agents.pyPreSalesAgentQuoteAgentAfterSalesAgentRiskAgent
app/orchestrator.py- 统一编排与状态合并
app/state_machine.py- 售后状态机 + 迁移规则
app/store.py- 会话/事件持久化（SQLite / MySQL）
app/client.py- 轻简API WebSocket 收发与调度
环境变量
QINGJIAN_WS_URI默认ws://127.0.0.1:9528OPENAI_API_KEY必填OPENAI_BASE_URL默认https://ark.cn-beijing.volces.com/api/v3OPENAI_MODEL_NAME默认doubao-seed-2-0-pro-260215AUTO_QUOTE_WAIT_SECONDS默认18MESSAGE_DEBOUNCE_SECONDS默认0.2IMAGE_MESSAGE_DEBOUNCE_SECONDS默认0.4AGENT_MAX_ITERS默认1DECISION_TIMEOUT_SECONDS默认8STORE_BACKEND默认sqlite，可设mysqlSTORE_SQLITE_PATH可选MYSQL_HOST/MYSQL_PORT/MYSQL_USER/MYSQL_PASSWORD/MYSQL_DATABASE
可直接复制模板：
copy .env.example .env
启动（uv run）
当前环境建议使用（避免上层工程依赖干扰）：
uv run --with websockets --with pydantic --with openai --with pymysql python run.py
生产建议（天网）
- WebSocket：单实例（防重复回复）
- HTTP API：多 worker（提升并发）
uv run powershell -File .\scripts\start_tianwang_prod.ps1 -Host 127.0.0.1 -Port 6060 -ApiWorkers 2
Golden 回放
uv run --with websockets --with pydantic --with openai --with pymysql python scripts/replay_golden.py --mode heuristic
heuristic：无模型依赖，做规则/状态机回放。full：走完整多 Agent（需完整 AgentScope 运行依赖 + 有效模型 key）。
开发规则
每次开发前先阅读：DEVELOPMENT_RULES.md