#RAG

aws-samples

aws-genai-llm-chatbot

★ 1,400

A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

aws-samples

generative-ai-use-cases

★ 1,388

Application implementation with business use cases for safely utilizing generative AI in business operations

moyangzhan

langchain4j-aideepin

★ 1,374

基于AI的工作效率提升工具（聊天、绘画、知识库、工作流、 MCP服务市场、语音输入输出、长期记忆） | Ai-based productivity tools (Chat,Draw,RAG,Workflow,MCP marketplace, ASR,TTS, Long-term memory etc)

ClaudioDrews

memory-os

★ 1,373

A 7-layer memory operating system for Hermes Agent — persistent memory with Qdrant, structured facts, fabric recall, auto-curated wiki, and surgical context injection. Runs locally, any LLM provider.

axoviq-ai

synthadoc

★ 1,372

Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.

Dataojitori

nocturne_memory

★ 1,372

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across any model, session, or tool. Drop-in replacement for OpenClaw.

xianshang33

llm-paper-daily

★ 1,330

Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个

study8677

repobrain

★ 1,326

🧠 RepoBrain (formerly Antigravity) - Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

apecloud

ApeRAG

★ 1,318

ApeRAG: Production-ready GraphRAG with multi-modal indexing, AI agents, MCP support, and scalable K8s deployment

StarlightSearch

EmbedAnything

★ 1,309

Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀

heymrun

heym

★ 1,305

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.

s2b-dev

smart-second-brain

★ 1,304

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.

ksimback

hermes-ecosystem

★ 1,300

Hermes Atlas — the decision layer for Hermes Agent: install guidance, mode & skill picks, and a curated catalog of 240+ ecosystem tools with live GitHub data

endee-io

endee

★ 1,297

Endee.io – A high-performance vector database, designed to handle up to 1B vectors on a single node, delivering significant performance gains through optimized indexing and execution. Also available in cloud https://endee.io/

neo4j

neo4j-graphrag-python

★ 1,295

Neo4j GraphRAG for Python

coleam00

claude-memory-compiler

★ 1,294

Give Claude Code a memory that evolves with your codebase. Hooks automatically capture sessions, the Claude Agent SDK extracts key decisions and lessons, and an LLM compiler organizes everything into structured, cross-referenced knowledge articles - inspired by Karpathy's LLM Knowledge Base architecture.

SmythOS

sre

★ 1,293

The SmythOS Runtime Environment (SRE) is an open-source, cloud-native runtime for agentic AI. Secure, modular, and production-ready, it lets developers build, run, and manage intelligent agents across local, cloud, and edge environments.

stair-lab

kg-gen

★ 1,282

[NeurIPS '25] Knowledge Graph Generation from Any Text

CommandCodeAI

BaseAI

★ 1,281

BaseAI — The Web AI Framework. The easiest way to build serverless autonomous AI agents with memory. Start building local-first, agentic pipes, tools, and memory. Deploy serverless with one command.

hexabot-ai

Hexabot

★ 1,266

Hexabot v3 is an AI workflow automation platform, combining workflows, actions, agents, and conversational channels in one runtime.