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RAG & Retrieval

Retrieval-augmented generation: pipelines, embeddings and search layers that ground models in real data.

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Upsonic/
Upsonic

Build autonomous AI agents in Python.

7.9k737Python
vespa-engine/
vespa

The AI search platform

7.0k725Java
luhengshiwo/
LLMForEverybody

每个人都能看懂的大模型知识分享,LLMs春/秋招大模型面试前必看,让你和面试官侃侃而谈

6.9k643Jupyter Notebook
adongwanai/
AgentGuide

https://adongwanai.github.io/AgentGuide | AI Agent开发指南 | LangGraph实战 | 高级RAG | 转行大模型 | 大模型面试 | 算法工程师 | 面试题库 | 强化学习|数据合成

6.9k679HTML
postgresml/
postgresml

Postgres with GPUs for ML/AI apps.

6.8k365Rust
run-llama/
rags

Build ChatGPT over your data, all with natural language

6.5k660Python
StarTrail-org/
PixelRAG

The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

6.5k538Python
airweave-ai/
airweave

Open-source context retrieval layer for AI agents

In catalog: Airweave
6.5k813Python
dataease/
SQLBot

🔥 基于大模型和 RAG 的智能问数系统,对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.

6.4k785JavaScript
lavague-ai/
LaVague

Large Action Model framework to develop AI Web Agents

6.4k573Python
adbar/
trafilatura

Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML

6.3k395Python
genkit-ai/
genkit

Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

6.2k786TypeScript
xerrors/
Yuxi

结合知识库、知识图谱管理的 多租户 Agent Harness 平台。 An agent harness that integrates a LightRAG knowledge base and knowledge graphs. Build with LangChain + Vue + FastAPI, support DeepAgents、MinerU PDF、Neo4j 、MCP.

6.1k884Python
plastic-labs/
honcho

Memory library for building stateful agents

5.9k709Python
ashishps1/
learn-ai-engineering

Learn AI and LLMs from scratch using free resources

5.8k1.4k
PySpur-Dev/
pyspur

A visual playground for agentic workflows: Iterate over your agents 10x faster

5.8k428TypeScript
OpenBMB/
UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

5.6k435Python
HelixDB/
helix-db

HelixDB is an OLTP graph-vector database built in Rust on Object Storage.

In catalog: HelixDB
5.6k310Rust
ModelEngine-Group/
nexent

Nexent is a zero-code platform for auto-generating production-grade AI agents using Harness Engineering principles — unified tools, skills, memory, and orchestration with built-in constraints, feedback loops, and control planes.

5.6k695Python
MinishLab/
semble

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

5.6k236Python
ageerle/
ruoyi-ai

面向企业级市场的一站式AI应用开发框架,支持多厂商大模型统一接入与管理,具备安全可控的企业知识库与高精度检索优化能力,提供可视化流程编排、自主决策智能体与多智能体协同调度,兼容主流 Agent Skill 协议,帮助企业与开发者零门槛快速构建安全、高效、可落地的AI智能体应用与行业解决方案。

5.5k1.4kJava
potpie-ai/
potpie

Context Graph for AI Native SDLC

5.5k640Python
volcengine/
MineContext

MineContext is your proactive context-aware AI partner(Context-Engineering+ChatGPT Pulse)

5.4k410Python
cactus-compute/
cactus

Low-latency AI engine for mobile devices & wearables

In catalog: Cactus
5.4k438C++
the-open-agent/
openagent

⚡️next-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org

5.4k622Go
superduper-io/
superduper

Superduper: End-to-end framework for building custom AI applications and agents.

5.3k542Python
nanbingxyz/
5ire

5ire is a cross-platform desktop AI assistant, MCP client. It compatible with major service providers, supports local knowledge base and tools via model context protocol servers .

5.3k409TypeScript
SolaceLabs/
solace-agent-mesh

An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.

5.0k268Python
FellouAI/
eko

Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai

4.9k440TypeScript
infiniflow/
infinity

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

4.6k430C++
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