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#rag (30 Repositories)

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

Topic Avg Merge Rate

83.2%

Avg Review Latency

17.8h

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30 repositories tagged #rag

S TierPython 146

microsoft/simplechat

Secure AI conversations with documents, video, audio, and more. Personal workspaces for focused context, group spaces for shared insight. Classify docs, reuse prompts, and extend with modular features.

84.1%
Merge Rate
3h
First Review
67%
1st-Timers
5
Maintainers
S TierPython 314 6 GFIs

smaramwbc/statewave

Open-source memory runtime for AI agents — reproducible, provenance-tagged context bundles instead of query-time retrieval. Apache-2.0, self-hosted on Postgres + pgvector, Python + TypeScript SDKs.

80.0%
Merge Rate
3h
First Review
75%
1st-Timers
6
Maintainers
S TierTypeScript 979 2 GFIs

liliu-z/stashbase

An open-source, local-first writing workspace where you can write with Claude Code and Codex, drawing on your own sources and past work.

86.5%
Merge Rate
5h
First Review
89%
1st-Timers
13
Maintainers
S TierKotlin 517 5 GFIs

askimo-ai/askimo

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

87.0%
Merge Rate
-
First Review
100%
1st-Timers
7
Maintainers
S TierPython 3.8k 11 GFIs

pipeshub-ai/pipeshub-ai

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

72.7%
Merge Rate
-
First Review
76%
1st-Timers
38
Maintainers
S TierPHP 222 7 GFIs

Berserk-hub150/moodle-ai-skill-navigator

AI-powered Moodle plugin for tutoring, quizzes, mind maps, RAG course materials and more.

88.2%
Merge Rate
3h
First Review
100%
1st-Timers
4
Maintainers
S TierPython 3.6k 2 GFIs

agentscope-ai/ReMe

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

81.9%
Merge Rate
-
First Review
33%
1st-Timers
9
Maintainers
S TierTypeScript 1.3k 3 GFIs

s2b-dev/smart-second-brain

A free, open-source Obsidian plugin that makes your vault smarter: better search, an interactive knowledge graph, and an AI assistant that knows your notes.

82.3%
Merge Rate
<1h
First Review
100%
1st-Timers
3
Maintainers
S TierTypeScript 103

VeriTeknik/pluggedin-app

The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI tools, workspaces, prompts, and logs from multiple MCP sources (Claude, Cursor, etc.) under one roof.

89.9%
Merge Rate
<1h
First Review
50%
1st-Timers
5
Maintainers
S TierPython 626

ggozad/haiku.rag

Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server

88.4%
Merge Rate
-
First Review
100%
1st-Timers
7
Maintainers
S TierPython 1.2k

heymrun/heym

Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.

88.5%
Merge Rate
-
First Review
91%
1st-Timers
5
Maintainers
S TierPython 1.9k

NVIDIA-AI-Blueprints/video-search-and-summarization

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.

67.2%
Merge Rate
12h
First Review
63%
1st-Timers
68
Maintainers
S TierRust 123

infino-ai/infino

Embedded retrieval library built on Parquet. Fast, efficient, and scalable.

82.1%
Merge Rate
-
First Review
77%
1st-Timers
11
Maintainers
S TierGo 817

helixml/helix

♾️ Private Agent Fleet with Spec Coding. Each agent gets their own GPU-accelerated desktop. Run Claude, Codex, Gemini and open models on a full private AI Stack ♾️

91.0%
Merge Rate
-
First Review
100%
1st-Timers
5
Maintainers
A TierTypeScript 158.1k 7 GFIs

langgenius/dify

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

62.7%
Merge Rate
17h
First Review
39%
1st-Timers
198
Maintainers
A TierRust 118 1 GFIs

kuliantnt/qq-maid-bot

通用女仆机器人本地版 Rust 服务

96.2%
Merge Rate
2d
First Review
75%
1st-Timers
3
Maintainers
A TierPython 257 1 GFIs

guaardvark/guaardvark

Self-hosted AI studio on your own GPU: chat with your files (RAG), screen and browser agents, coding swarms, LoRA training, an MCP server for Claude Code and Cursor, and local video, image, music and voice generation. No telemetry.

65.7%
Merge Rate
4h
First Review
67%
1st-Timers
7
Maintainers
S TierZig 471

antflydb/antfly

74.8%
Merge Rate
-
First Review
100%
1st-Timers
8
Maintainers
A TierPython 1.2k

Azure/agent-landing-zone

Enterprise-grade landing zone for AI agent applications on Azure. Deploy the secure infrastructure, the agent app, or both — built on Microsoft Foundry and Microsoft Agent Framework, with Zero-Trust networking, observability and IaC.

95.1%
Merge Rate
<1h
First Review
33%
1st-Timers
2
Maintainers
A TierJava 7.1k

vespa-engine/vespa

The AI search platform

88.7%
Merge Rate
6d
First Review
73%
1st-Timers
35
Maintainers
A TierTypeScript 292 4 GFIs

yonatangross/orchestkit

The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` for the v10 line, which ships daily.

90.6%
Merge Rate
6d
First Review
100%
1st-Timers
3
Maintainers
A TierJavaScript 6.8k

dataease/SQLBot

🔥 基于大模型和 RAG 的智能问数系统,对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.

93.4%
Merge Rate
19h
First Review
100%
1st-Timers
4
Maintainers
A TierRust 11.7k

cocoindex-io/cocoindex

Incremental engine for long horizon agents 🌟 Star if you like it!

86.7%
Merge Rate
-
First Review
77%
1st-Timers
13
Maintainers
A TierPython 23.0k

1Panel-dev/MaxKB

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

72.7%
Merge Rate
-
First Review
46%
1st-Timers
10
Maintainers
A TierGo 91.5k

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

71.0%
Merge Rate
-
First Review
50%
1st-Timers
150
Maintainers
A TierPython 16.3k 36 GFIs

MODSetter/SurfSense

Air gapped, privacy focused open source NotebookLM alternative. Join our Discord: https://discord.gg/ejRNvftDp9

77.6%
Merge Rate
5d
First Review
67%
1st-Timers
18
Maintainers
A TierGo 107

hjxwz123/Aivory

Self-hosted AI chat platform with multi-step tool calls, persistent Python sandbox, RAG, and Deep Research. Supports Claude, GPT, Gemini and any OpenAI-compatible provider.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
A TierTypeScript 11.5k

MemTensor/MemOS

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

63.3%
Merge Rate
-
First Review
52%
1st-Timers
24
Maintainers
A TierPython 1.5k

import-ai/omnibox

Collect, organize, use, and share, all in OmniBox.

100.0%
Merge Rate
<1h
First Review
100%
1st-Timers
2
Maintainers
A TierGo 1.5k

DEEIX-AI/DEEIX-Chat

An enterprise AI workspace for model routing, multimodal chat, files, tools, billing, identity, and operations.

87.0%
Merge Rate
-
First Review
69%
1st-Timers
9
Maintainers