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rag
294 projects tagged “rag” that gained the most stars yesterday
#21 · +864 · 1d ·GitHub

XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep (1974 tool). One command indexes code, docs, logs and PDFs for search, RAG, security audits and agent memory, using 40x fewer tokens than grep.

Creator
xerj-org
Size
129.6 MB
Stars
8.4K
Age
3mo
Commits · 90 Days
#33 · +592 · 1d ·GitHub

Early access to the graphify platform is open before the public v1 launch: app.graphify.com

Size
30.7 MB
Stars
127.9K
Age
6mo
Commits · 90 Days
#43 · +478 · 1d ·GitHub

🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.

Creator
ruvnet
Size
641.1 MB
Stars
76.4K
Age
1y
Commits · 90 Days
#71 · +365 · 1d ·GitHub

Hindsight™ is an agent memory system built to create smarter agents that learn over time. Most agent memory systems focus on recalling conversation history. Hindsight is focused on making agents that learn, not just remember.

Size
785.8 MB
Stars
51.2K
Age
11mo
Commits · 90 Days
#110 · +272 · 1d ·GitHub

紫微斗数开源排盘引擎 — 基于倪海厦《天纪》体系,含完整排盘算法、四化系统、格局知识库、古籍原文数据

Creator
Renhuai123
Size
2.6 MB
Stars
5.2K
Age
5mo
Commits · 90 Days
#142 · +219 · 1d ·GitHub

Grok Mem is how Grok Bots remember. Sits next to Grok's own memory. Does not replace it.

Creator
thedotmack
Size
595.2 MB
Stars
101.6K
Age
1y
Commits · 90 Days
#202 · +162 · 1d ·GitHub

The official Ollama Docker image ollama/ollama is available on Docker Hub.

Creator
ollama
Size
93.9 MB
Stars
183.7K
Age
3y
Commits · 90 Days
#209 · +160 · 1d ·GitHub

Python tool for converting files and office documents to Markdown.

Creator
microsoft
Size
5.7 MB
Stars
190.8K
Age
1y
Commits · 90 Days
#266 · +122 · 1d ·GitHub

A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).

Creator
FalkorDB
Size
142.7 MB
Stars
10.4K
Age
3y
Commits · 90 Days
#271 · +117 · 1d ·GitHub

《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码

Creator
bojieli
Size
777.1 MB
Stars
54.8K
Updated
CommitSep 30
Age
1y
Commits · 90 Days
#273 · +117 · 1d ·GitHub

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

Creator
Tencent
Size
210.8 MB
Stars
34.6K
Age
1y
Commits · 90 Days
#274 · +117 · 1d ·GitHub

This repository is a comprehensive collection of 132 projects, tutorials, and recipes for building powerful LLM-powered applications, including text agents, voice assistants, RAG apps, and MCP-backed tools.

Creator
Arindam200
Size
491.6 MB
Stars
16.4K
Updated
CommitOct 09
Age
1y
Commits · 90 Days
#280 · +114 · 1d ·GitHub

Modern documents increasingly contain diverse multimodal content—text, images, tables, equations, charts, and multimedia—that traditional text-focused RAG systems cannot effectively process.

Creator
HKUDS
Size
4 MB
Stars
23.8K
Age
1y
Commits · 90 Days
#290 · +112 · 1d ·GitHub

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

Size
216.9 MB
Stars
142.2K
Updated
CommitOct 17
Age
2y
Commits · 90 Days
#302 · +108 · 1d ·GitHub

NOTE] > We're Hiring! Build context graphs that power reliable, personalized, fast production AI agents. > Come build with us — we're hiring Engineers and Developer Relations folks.

Creator
getzep
Size
16.3 MB
Stars
32K
Age
2y
Commits · 90 Days
#307 · +105 · 1d ·GitHub

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

Creator
kestra-io
Size
141.9 MB
Stars
29.8K
Age
7y
Commits · 90 Days
#310 · +103 · 1d ·GitHub

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

Size
63.5 MB
Stars
29.5K
Age
6mo
Commits · 90 Days
#313 · +103 · 1d ·GitHub

Octop is an open-source, self-hosted AI assistant. It's not just a tool — it's a digital life form that can operate in parallel.

Size
33.5 MB
Stars
9.9K
Age
3mo
Commits · 90 Days
#316 · +101 · 1d ·GitHub

NOTE] > Based on this course, I co-wrote the LLM Engineer's Handbook, a hands-on book that covers an end-to-end LLM application from design to deployment. The LLM course will always stay free, but you can support my work by purchasing this book.

Creator
mlabonne
Size
7.5 MB
Stars
83.8K
Updated
CommitFeb 05
Age
3y
Commits · 90 Days
#341 · +94 · 1d ·GitHub

Open WebUI is a home for AI, a self-hosted AI platform that's extensible, feature-rich, user-friendly, and built to run entirely offline.

Creator
open-webui
Size
472.3 MB
Stars
156K
Age
3y
Commits · 90 Days
#355 · +88 · 1d ·GitHub

The usual workarounds don't help: - 📄 "Let me just search the PDF" → you get a list of pages, not answers - 🧠 "I'll ask the agent about this book" → it either hallucinates or says it doesn't have the content - 📝 "I'll take notes as I read" → you end up with a 200-line doc…

Size
2.7 MB
Stars
35.2K
Age
5mo
Commits · 90 Days
#358 · +87 · 1d ·GitHub

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Size
307.3 MB
Stars
83.6K
Age
1y
Commits · 90 Days
#383 · +81 · 1d ·GitHub

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.

Creator
langgenius
Size
607.1 MB
Stars
158.7K
Age
3y
Commits · 90 Days
#386 · +81 · 1d ·GitHub

MemoryBear is a next-generation AI memory system developed by RedBear AI. Its core breakthrough lies in moving beyond the limitations of traditional "static knowledge storage".

Size
123.7 MB
Stars
7.9K
Age
1y
Commits · 90 Days
#405 · +78 · 1d ·GitHub

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Size
92.3 MB
Stars
75.6K
Age
9mo
Commits · 90 Days
#407 · +78 · 1d ·GitHub

OpenViking is an open-source context database for AI agents. It stores memories, resources, and skills as one virtual filesystem under the viking:// protocol, so an agent browses its own context with ls, tree, and find instead of querying a black-box vector store.

Creator
volcengine
Size
372.6 MB
Stars
40.2K
Age
9mo
Commits · 90 Days
#440 · +75 · 1d ·GitHub

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions…

Size
271.7 MB
Stars
45.9K
Updated
CommitOct 17
Age
3y
Commits · 90 Days
#445 · +74 · 1d ·GitHub

> Prefer to Clone Locally? > > This repository includes 50+ language translations which significantly increases the download size. To clone without translations, use sparse checkout: > > Bash / macOS / Linux: >

Creator
microsoft
Size
3.6 GB
Stars
77.4K
Updated
CommitOct 17
Age
1y
Commits · 90 Days
#471 · +69 · 1d ·GitHub

Project NOMAD is an offline-first knowledge and education server. Wikipedia, thousands of books, courses, maps, and optional local AI, all running on hardware you own with no internet required.

Size
16.2 MB
Stars
40.5K
Age
1y
Commits · 90 Days
#483 · +67 · 1d ·GitHub

Local UI to run and train LLMs and diffusion models. 8, DeepSeek-V4, MiniMax-H3, Gemma 4, FLUX and more.

Creator
unslothai
Size
533.2 MB
Stars
78.2K
Age
2y
Commits · 90 Days