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#retrieval-augmented-generation (24 Repositories)

Ranked open-source repositories tagged with #retrieval-augmented-generation, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

39.7%

Avg Review Latency

19.1h

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24 repositories tagged #retrieval-augmented-generation

S TierKotlin 383 8 GFIs

askimo-ai/askimo

AI Client for chat, RAG, plans, MCP tools, and agents. Support multiple LLMs (Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM, Gemini, OpenRouter)

91.5%
Merge Rate
1d
First Review
100%
1st-Timers
15
Maintainers
B TierKotlin 342

Cocolalilal/LastChat

A Fork of Rikkahub with an overhauled UI and feature additions

94.7%
Merge Rate
2h
First Review
100%
1st-Timers
0
Maintainers
A TierPython 200 2 GFIs

rootflo/wavefront

🔥🔥🔥 Enterprise AI middleware, alternative to unifyapps, n8n, lyzr

92.1%
Merge Rate
6d
First Review
75%
1st-Timers
5
Maintainers
A TierTypeScript 581

felladrin/MiniSearch

Minimalist web-searching platform with an AI assistant that runs directly from your browser. Demo: https://felladrin-minisearch.hf.space

83.3%
Merge Rate
20h
First Review
100%
1st-Timers
3
Maintainers
A TierGo 89.6k 1 GFIs

infiniflow/ragflow

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

75.5%
Merge Rate
1d
First Review
48%
1st-Timers
125
Maintainers
A TierPython 39.3k

HKUDS/LightRAG

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

75.6%
Merge Rate
2d
First Review
62%
1st-Timers
18
Maintainers
B TierPython 12.1k

FlagOpen/FlagEmbedding

Retrieval and Retrieval-augmented LLMs

62.5%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierPython 22.9k

HKUDS/RAG-Anything

"RAG-Anything: All-in-One RAG Framework"

90.9%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierPython 424

redis/redis-vl-python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

50.0%
Merge Rate
7h
First Review
25%
1st-Timers
10
Maintainers
B TierPython 35.4k

VectifyAI/PageIndex

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

41.6%
Merge Rate
2d
First Review
26%
1st-Timers
13
Maintainers
B TierPython 26.4k

deepset-ai/haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

70.6%
Merge Rate
3d
First Review
50%
1st-Timers
46
Maintainers
B TierPython 3.5k

RUC-NLPIR/FlashRAG

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

75.0%
Merge Rate
-
First Review
50%
1st-Timers
0
Maintainers
B TierPython 1.1k

NovaSearch-Team/RAG-Retrieval

Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.

50.0%
Merge Rate
15h
First Review
0%
1st-Timers
1
Maintainers
D TierMulti-language 8.9k

WangRongsheng/awesome-LLM-resources

🧑‍🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierHTML 301

jolibrain/colette

Multimodal RAG to search and interact locally with technical documents of any kind

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 451

LightningRAG/LightningRAG

LightningRAG is a full-stack Vue + Gin starter with a decoupled frontend and backend, plus built-in, extensible RAG (retrieval-augmented generation): knowledge bases, vector search, and integrations with many LLM and vector-store providers

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierMulti-language 2.0k

Andrew-Jang/RAGHub

A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierGo 417

duaraghav8/dockershrink

AI Assistant that reduces the size of your application's Docker Image

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 31.2k

stanford-oval/storm

An LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJavaScript 348

jasonacox/TinyLLM

Setup and run a local LLM and Chatbot using consumer grade hardware.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 132

hemanth/piragi

The best RAG interface yet.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 486

zjunlp/OmniThink

[EMNLP 2025] OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 298

aa0101181514/tw-legal-rag

台灣判決語意檢索 MCP server + CLI(公開原始碼 source-available):2,250 萬筆裁判書、行政函釋、憲法法庭裁判,附引用查核。Taiwan legal judgment retrieval via MCP. Bring your own LLM; retrieval-only.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 346

arcee-ai/DALM

Domain Adapted Language Modeling Toolkit - E2E RAG

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Retrieval-augmented-generation Open Source Repositories & C-Rank™ | GetMerged