github Actively maintained

RUC-NLPIR/FlashRAG

⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)

1 awesome list

Quick read

Stars
3,537
Forks
313
Open issues
39
Commits
803

Activity and growth

Latest capture 2026-08-03 03:11

Stars · last 7 days
No history
Commits · last 7 days
No history
Stars since tracking
+43
Stored snapshots
6

Classification

Metadata

Language
Python
License
MIT
Default branch
main
Created
2024-03-14
First commit
2024-03-19
Last pushed
2026-07-19
GitHub updated
2026-08-02
Last synced
2026-08-03 03:11
Stack scanned
2026-08-03 03:11
Archived
No

AI development signals

0 paths

Agent instructions and tool configuration found in this repository.

No config files detected.

Growth history

Tracked growth

6 observed captures since 2026-05-25. Observed captures are shown by default.

Stars from first capture +43

Chart data

Observed captures only

Time horizon

All tracked data

Custom date range

Stars history

Observed snapshots

Commits history

Observed snapshots

Similar repositories

Nearest indexed repositories by embedding similarity.

DataScienceUIBK/Rankify

🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.

682 stars
Python 2 awesome lists

OpenBMB/UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

5,678 stars
Python 2 awesome lists

athina-ai/rag-cookbooks

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

2,563 stars
Jupyter Notebook 2 awesome lists

Bessouat40/RAGLight

RAGLight is a modular framework for Retrieval-Augmented Generation (RAG). It makes it easy to plug in different LLMs, embeddings, and vector stores, and now includes seamless MCP integration to connect external tools and data sources.

670 stars
Python 1 awesome list

vectara/open-rag-eval

RAG evaluation without the need for "golden answers"

386 stars
Python 1 awesome list

HKUDS/LightRAG

[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation

39,376 stars
Python 2 awesome lists