#RAG

aws-samples

bedrock-engineer

★ 485

Universal AI Agent using Amazon Bedrock, capable of customize to create/edit files, execute commands, search the web, use knowledge base, use multi-agents, generative images and more.

TilmanGriesel

chipper

★ 485

✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

supermemoryai

smfs

★ 483

A filesystem designed for agents, with SOTA retrieval, automatic memory profiles, sync engine. Drop any file type (pdf, images, videos), and grep through them.

radareorg

r2ai

★ 481

LLM-based reversing for radare2

alirezadir

Agentic-AI-Systems

★ 480

Practical system design, tools, and hands-on resources for building Gen-AI agents & agentic AI systems.

taylorsatula

mira-OSS

★ 479

This is the public release of MIRA OS. Discrete memories decay through momentum loss, tools auto-configure when dropped into tools/ folder, and the system prompt composes from modular trinkets. I would like to think I've made an elegant brain-in-box. You load it and send cURL requests - it talks back, learns, and uses tools. Contributions welcome.

Tswoen

Paper-Agent

★ 479

Paper-Agent 是一个面向科研人员和学生的智能论文检索与调研工具。项目基于多智能体协作架构（LangGraph），通过自然语言处理（NLP）、自动化搜索，帮助用户高效查找学术论文、分析文献内容，并进行论文调研。Paper-Agent 支持多平台集成、关键词搜索、自动分析、论文调研，提升了学术研究的效率。适用于论文写作、学术调研、科研项目管理等多种场景，是学术调研的理想助手。

Muvon

octocode

★ 478

Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep understanding of your codebase.

paulpierre

markdown-crawler

★ 474

A multithreaded 🕸️ web crawler that recursively crawls a website and creates a 🔽 markdown file for each page, designed for LLM RAG

statelyai

agent

★ 471

Create state-machine-powered LLM agents using XState

AmeNetwork

aser

★ 469

Aser is a lightweight, self-assembling AI Agent frame.

iamzulx

crypto-rag

★ 467

Asisten crypto berbahasa Indonesia: RAG pengetahuan 267 topik + data pasar realtime (6 bursa, WebSocket, derivatif, on-chain, TVL, DeFi) + tool-calling agent + LLM synthesis

neuml

rag

★ 465

🚀 Retrieval Augmented Generation (RAG) with txtai. Combine search and LLMs to find insights with your own data.

ratel-ai

ratel

★ 465

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

adongwanai

LLM-Resume-Template

★ 464

专业的 LaTeX 简历模板，专为大模型与 Agent 算法工程师设计 | Professional LaTeX resume template for LLM & Agent algorithm engineers

TencentARC

ColorFlow

★ 464

The official implementation of paper "ColorFlow: Retrieval-Augmented Image Sequence Colorization". ColorFlow：基于检索增强的图像序列上色

viveknaskar

everything-ai-ml

★ 462

A curated collection of learning resources for Generative AI, Machine Learning, Agentic AI, LLMs, RAG, Fine-tuning, MLOps, and more.

opensolon

solon-ai

★ 459

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java26. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

RMA-MUN

RAGNotebook

★ 459

基于LangChain、FastAPI和React的RAG项目，主分支为基于知识图谱的知识管理平台，base-rag分支为开箱即用的基础RAG项目供学习使用

run-llama

llama-agents

★ 453

Llama Agents + Workflows are an event-driven, async-first, step-based way to control the execution flow of AI applications like agents.