FlashRAG
✅ Recently maintained⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
3,603Stars
330Forks
+57-day stars
Python · MIT · Last push 2026-10-27
Official repository & installation ↗GitValue · Value evidence
Unscored · Evidence coverage 0%
Provisional rubric; documentation and runtime testing are separate. Missing evidence does not imply low value.
Star history
2025-09-292026-11-02
View historical data
| Date | Stars |
|---|---|
| 2026-10-04 | 3,577 |
| 2026-10-05 | 3,577 |
| 2026-10-06 | 3,577 |
| 2026-10-07 | 3,577 |
| 2026-10-08 | 3,581 |
| 2026-10-09 | 3,583 |
| 2026-10-10 | 3,584 |
| 2026-10-11 | 3,584 |
| 2026-10-12 | 3,585 |
| 2026-10-13 | 3,587 |
| 2026-10-14 | 3,588 |
| 2026-10-15 | 3,589 |
| 2026-10-16 | 3,589 |
| 2026-10-17 | 3,589 |
| 2026-10-18 | 3,589 |
| 2026-10-19 | 3,591 |
| 2026-10-20 | 3,591 |
| 2026-10-21 | 3,591 |
| 2026-10-22 | 3,591 |
| 2026-10-23 | 3,591 |
| 2026-10-24 | 3,592 |
| 2026-10-25 | 3,596 |
| 2026-10-26 | 3,598 |
| 2026-10-27 | 3,599 |
| 2026-10-28 | 3,601 |
| 2026-10-29 | 3,602 |
| 2026-10-30 | 3,602 |
| 2026-10-31 | 3,602 |
| 2026-11-01 | 3,602 |
| 2026-11-02 | 3,603 |
Get the project
git clone https://github.com/RUC-NLPIR/FlashRAG.gitCloning downloads the source. For dependencies and installation, follow the project README.
Related projects & alternative candidates
Related domains do not imply feature parity. Review official documentation and licenses.
LightRAG
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
★ 40,487haystackOpen-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with exp
★ 26,904PageIndex📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
★ 39,957