#RAG

PromtEngineer

localGPT

★ 22,196

Chat with your documents on your local device using GPT models. No data leaves your device and 100% private.

coze-dev

coze-studio

★ 21,654

An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.

NirDiamant

agents-towards-production

★ 21,508

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

liyupi

ai-guide

★ 20,587

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程，分享 OpenClaw 保姆级教程、大模型玩法（DeepSeek / GPT / Gemini / Claude / GLM）、最新 AI 资讯、Prompt 提示词大全、AI 知识百科（Agent Skills / RAG / MCP / A2A）、AI 编程教程（Harness Engineering）、AI 工具用法（Cursor / Claude Code / TRAE / Codex / Copilot）、AI 开发框架教程（Spring AI / LangChain）、AI 产品变现指南，帮你快速掌握 AI 技术，走在时代前沿。本项目为开源文档 aiguide，已升级为鱼皮 AI 导航网站

nashsu

llm_wiki

★ 20,079

LLM Wiki is a cross-platform desktop application that turns your documents into an organized, interlinked knowledge base — automatically. Instead of traditional RAG (retrieve-and-answer from scratch every time), the LLM incrementally builds and maintains a persistent wiki from your sources。

eosphoros-ai

DB-GPT

★ 20,072

open-source agentic AI data assistant for the next generation of AI + Data products.

elizaOS

eliza

★ 19,509

Open source agentic operating system. Apps on elizaOS elizaOS runs apps, not just an agent.

stas00

ml-engineering

★ 19,065

Machine Learning Engineering Open Book

metainternal

llama-cookbook

★ 18,557

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

arc53

DocsGPT

★ 18,271

Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents.

langbot-app

LangBot

★ 17,978

Production-grade platform for building agentic IM bots - 生产级多平台智能机器人开发平台/ Agent、知识库编排、插件系统 / Bots for Discord / Slack / LINE / Telegram / WeChat(企业微信, 企微智能机器人, 公众号) / 飞书 / 钉钉 / QQ / Matrix e.g. Integrated with ChatGPT(GPT), DeepSeek, Dify, n8n, Langflow, Coze, Claude, Gemini, GLM, Ollama, SiliconFlow, Moonshot, openclaw / hermes agent, deerflow

Canner

WrenAI

★ 17,793

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

RyanCodrai

turbovec

★ 17,262

A vector index built on TurboQuant, written in Rust with Python bindings.

QwenLM

Qwen-Agent

★ 17,136

Agent framework and applications built upon Qwen>=3.0, featuring Function Calling, MCP, Code Interpreter, RAG, Chrome extension, etc.

weaviate

weaviate

★ 16,857

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

MemoriLabs

Memori

★ 16,779

Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems. Built for enterprise, Memori works with the data infrastructure you already run, no rip-and-replace, and deploys across managed cloud, single-tenant cloud, VPC, and on-premises.

memvid

memvid

★ 16,566

Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.

MODSetter

SurfSense

★ 16,303

Open-source NotebookLM alternative. Research the open web with live data(Reddit, YT, IG, TikTok, Indeed, Google Search, Maps etc) through one platform, API or MCP server. Join our Discord: https://discord.gg/ejRNvftDp9

alibaba

zvec

★ 16,030

A lightweight, lightning-fast, in-process vector database

wdndev

llm_interview_note

★ 15,172

主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题