waseens/deep-search-pro — Deep Search Pro —— 一个不到 1000 行的多智能体协作搜索系统。基于 LangChain + FastAPI + WebSocket，主智能体调度 3 个子智能体（网络搜索、数据库…

Description and use

waseens/deep-search-pro offers a lightweight, multi‑agent search framework that turns isolated prompts and tools into repeatable workflows, making it ideal for learning AI‑agent orchestration and building coordinated tool‑use pipelines. To adopt it, start with a small proof‑of‑concept by reviewing the README and experimenting with the LangChain‑FastAPI‑WebSocket stack before scaling. While the project shows solid community interest (137★, 25 forks) and is suitable for prototypes or internal use, production deployment should follow dependency and maintenance checks due to its medium readiness level.

Problem

waseens/deep-search-pro helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

Deep Search Pro —— 一个不到 1000 行的多智能体协作搜索系统。基于 LangChain + FastAPI + WebSocket，主智能体调度 3 个子智能体（网络搜索、数据库查询、知识库检索）协同完成复杂任务。AI Agent 入门学习的最佳实战项目。

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