HKUDS/AI-Researcher
[NeurIPS2025] "AI-Researcher: Autonomous Scientific Innovation" -- A production-ready version: https://novix.science/chat observed · 2026-08-28
Health v2 · maintenance only
41/100
- Activity 47
- Release rhythm 35
- Longevity 38
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 540
- days_rel: n/a
- days_push: 321
- n_releases_24m: 0
Adoption not part of the score
5701 stars · 721 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
AI-Researcher is an autonomous research system that orchestrates the full scientific research pipeline—from literature review and hypothesis generation to algorithm implementation and manuscript preparation—using LLM-powered agents. It accepts research ideas or reference papers and produces implementation code and publication-ready drafts with minimal human intervention.
Use cases
- automate end-to-end AI research from idea to paper
- generate research paper drafts from a research idea
- automatically implement algorithms described in reference papers
- run literature reviews and hypothesis generation with AI agents
- benchmark autonomous research systems with Scientist-Bench
- accelerate scientific experimentation with LLM agents
When to choose
- you want to automate or accelerate AI research workflows
- you need an open-source autonomous research agent framework
- you want to reproduce or extend published autonomous-research benchmarks
When to avoid
- you need a permissively licensed project (no license is provided)
- you require fully verified, human-quality research output without review
- you need a lightweight tool rather than a heavy multi-agent LLM pipeline
Facets
framework · maturity active
agent-framework llm-inference machine-learning workflow-automation data-science artificial-intelligence large-language-models data-science python self-hosted autonomous-research scientific-discovery llm-agents paper-writing literature-review neurips-2025 ai-agents automation docker
6 sources
- readme: https://github.com/HKUDS/AI-Researcher · fetched 2026-08-28 · dc6b34db1df3
- homepage: https://arxiv.org/abs/2505.18705 · fetched 2026-08-29 · eb4aa7d9a9bf
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| HKUDS/AI-Researcher | main | 41 |
For agents
markdown · JSON · MCP: product_card(name="HKUDS/AI-Researcher")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem