Deep Researcher
What it is
A multi-agent research assistant that uses LangGraph for stateful orchestration and custom MCP servers for tool integration. It decomposes complex queries into parallel sub-questions, performs research via web and arXiv searches, and executes a self-critique loop to synthesize a final cited report.
The problem it solves
Overcomes the limitations of linear LLM chains by providing stateful orchestration, parallel sub-tasking, and persistent checkpointing for complex research tasks.
What you could use it for
- Automated academic literature review and synthesis
- Parallelized web research for complex technical topics
- Generating cited reports with multi-step reasoning and self-correction
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