AI Agents
Research Paper Reading Agent
The agent walks you through a paper section by section and builds a glossary
Intermediate16h1–2
MarkItDownRAGLLM
17/20Multi-Agent Research Brief
Produces a one-page cited brief on any question in minutes.
Advanced36h2–4 people16/20 fit
Build Multi-Agent Research Brief for founders, students and analysts in ~36h with 2–4 people. Stack: Python + LangGraph + Search API + LLM.
Why it wins: Judges see agents collaborate, not just one prompt.
Build flow
01 · Problem
Research takes hours of tab-hopping and still misses counter-arguments.
02 · Solution
Planner, researcher and critic agents split the question, gather sources and challenge weak claims.
03 · Build
- 1Define agent graph
- 2Search + fetch tool
- 3Critic loop with stop rule
- 4Brief renderer with citations
04 · Demo
Ask one question → show the agent graph live → final brief with citations.
MVP checklist
- Question planner
- Parallel source search
- Critic pass
- Cited one-page brief
Tech stack
| Tech | Role | |
|---|---|---|
| Python | Backend / scripting | Backend |
| LangGraph | Multi-agent graph | AI |
| Search API | Web search | API |
| LLM | Language model | AI |
Reference repos
Open-source projects you can build on. Links checked 2026-10-31.
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