#RAG

pinecone-io

python-sdk

★ 453

Official Python SDK for the Pinecone vector database

LightningRAG

LightningRAG

★ 450

LightningRAG is a full-stack Vue + Gin starter with a decoupled frontend and backend, plus built-in, extensible RAG (retrieval-augmented generation): knowledge bases, vector search, and integrations with many LLM and vector-store providers

Beever-AI

beever-atlas

★ 450

Your First LLM-Wiki Conversation Knowledge Base

BenyRonald77

uajy-academic-rag-chatbot

★ 450

Production-grade RAG chatbot for Universitas Atma Jaya Yogyakarta academic handbook with Streamlit, FAISS vector search, and Google Gemini 2.5 Flash.

Blaizzy

mlx-embeddings

★ 447

MLX-Embeddings is the best package for running Vision and Language Embedding models locally on your Mac using MLX.

umbertogriffo

rag-chatbot

★ 445

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

xr843

Master-skill

★ 437

FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.

Earth-OL-Player

ai_learn_project

★ 433

一站式Agent开发学习平台: Agent开发学习路线资料、智能刷题、面经题库

LnYo-Cly

ai4j

★ 433

Java 8+ agentic SDK: unified LLM access (OpenAI/Anthropic/DashScope/Doubao/DeepSeek...), Tool Calling, MCP, RAG, Agent Runtime, and a built-in Coding Agent CLI/TUI/ACP.

redis

redis-vl-python

★ 431

Redis Vector Library. The AI-native Python client for Redis.

vintasoftware

django-ai-assistant

★ 431

Integrate AI Assistants with Django to build intelligent applications

didilili

shopkeeper-agent

★ 426

📊 电商数仓智能问数 AI Agent，最适合用于系统学习 LangGraph 的实战项目：基于 LangGraph、FastAPI、Qdrant、Elasticsearch、MySQL 与 React，完整实现元数据知识库、混合检索、自然语言生成 NL2SQL 生成校验、SQL 执行与流式查询展示。前后端完整代码全栈可跑，Docker 环境一键部署，配套 ai-agents-from-zero 免费教程与章节代码分支。适合系统学习大模型应用、数据分析 Agent 和企业级 AI 工程落地。

qifan777

dive-into-spring-ai

★ 425

《动手学SpringAI》包含SSE流/Agent智能体/知识图谱RAG/FunctionCall/历史消息/图片生成/图片理解/Embedding/VectorDatabase/RAG

messkan

prompt-cache

★ 424

Cut LLM costs by up to 80% and unlock sub-millisecond responses with intelligent semantic caching.A drop-in, provider-agnostic LLM proxy written in Go with sub-millisecond response

ageerle

ruoyi-web

★ 423

RuoYi-AI user frontend for AI conversations, agent interactions, and knowledge-base Q&A.

xbsheng

atguigu-note

★ 422

AI 课程笔记：langchain / langgraph / python / vibe coding

Laxcorp-Research

project-raven

★ 421

Open-source AI meeting copilot - real-time transcription, echo cancellation, and AI assistance. Captures system audio + mic, cancels echo via WebRTC AEC3, transcribes with Deepgram, and gives you Claude/OpenAI help during meetings. Runs locally on macOS and Windows.

unitagain

WenShape

★ 420

WenShape文枢(原NOVIX写作):深度上下文感知的智能体小说创作系统/A Deep Context-Aware Agent-Based Novel Creation System

gyunggyung

AGI-Papers

★ 420

A curated archive of breakthroughs in Agents, Architecture, Training, RAG, and On-Device AI.

GizClaw

flowcraft

★ 416

Production-grade Go SDK for building AI agents with long-term memory, knowledge retrieval, and voice — runnable as a library, a daemon, or a real-time pipeline.