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#rag

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

162 records
Tagged “rag”Ranked by health index
PyPI
94Excellenthealth index
run-llama/llama_index
LlamaIndex is the leading document agent and OCR platform
Python · Jupyter Notebook★ 50.9K↓ 22.9M/moJul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
PyPI · npm
93Excellenthealth index
deepset-ai/haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
Python★ 26K↓ 1M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI
87Excellenthealth index
NVIDIA/NeMo-Agent-Toolkit
The NVIDIA NeMo Agent toolkit is an open-source library for efficiently connecting and optimizing teams of AI agents.
Python★ 2,505↓ 161K/moJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
npm · PyPI
87Excellenthealth index
langgenius/dify
Production-ready platform for agentic workflow development.
TypeScript★ 148.6K↓ 0/moJul 13, 2026
Custom licenseJul 13, 2026 · metrics 1.13.0
86Excellenthealth index
langchain-ai/langgraph
Build resilient agents.
Python★ 37.4KJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
Go
86Excellenthealth index
milvus-io/milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
Go · Python · C++★ 45.2KJul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
PyPI · npm
85Excellenthealth index
embedchain/embedchain
Universal memory layer for AI Agents
TypeScript · Python★ 61K↓ 3.2M/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
85Excellenthealth index
langchain-ai/langchain
The agent engineering platform.
Python★ 141.6K↓ 0/moJul 13, 2026
MITJul 13, 2026 · metrics 1.13.0
PyPI · npm
85Excellenthealth index
mem0ai/mem0
Universal memory layer for AI Agents
TypeScript · Python★ 60.8K↓ 3.5M/moJul 14, 2026
Apache-2.0Jul 14, 2026 · metrics 1.13.0
Go · npm · PyPI
84Goodhealth index
danswer-ai/danswer
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Python · TypeScript★ 30.9KJul 17, 2026
Custom licenseJul 17, 2026 · metrics 1.13.0
PyPI · Go · npm
84Goodhealth index
onyx-dot-app/onyx
Open Source AI Platform - AI Chat with advanced features that works with every LLM
Python · TypeScript★ 30.9K↓ 3,993/moJul 17, 2026
Custom licenseJul 17, 2026 · metrics 1.13.0
Go · npm · PyPI
83Goodhealth index
genkit-ai/genkit
Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google
TypeScript · Go · Python★ 6,252Jul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
Maven · RubyGems
83Goodhealth index
vespa-engine/vespa
The AI search platform
Java · C++★ 7,020Jul 16, 2026
Apache-2.0Jul 16, 2026 · metrics 1.13.0
npm · PyPI
82Goodhealth index
PaddlePaddle/PaddleOCR
Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
Python★ 85.3K↓ 2.6M/moJul 13, 2026
Apache-2.0Jul 13, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
alibaba/zvec
A lightweight, lightning-fast, in-process vector database
C++★ 15.2KJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
dynamiq-ai/dynamiq
Dynamiq is an orchestration framework for agentic AI and LLM applications
Python★ 1,061Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI · npm
82Goodhealth index
gptme/gptme
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
Python · TypeScript★ 4,361Jul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
npm · PyPI
82Goodhealth index
open-webui/open-webui
User-friendly AI Interface (Supports Ollama, OpenAI API, ...)
Python★ 145.2K↓ 1.5M/moJul 13, 2026
Custom licenseJul 13, 2026 · metrics 1.13.0
Go
81Goodhealth index
trpc-group/trpc-agent-go
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
Go★ 1,561Jul 19, 2026
Apache-2.0Jul 19, 2026 · metrics 1.13.0
Go · npm
80Goodhealth index
agent-field/agentfield
Build, run and scale AI agents like API and microservices - observable,auditable and identity-aware from day one.
Go · TypeScript · Python★ 2,350Jul 16, 2026
Apache-2.0Jul 16, 2026 · metrics 1.13.0
npm · PyPI
80Goodhealth index
erikbjare/gptme
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
Python · TypeScript★ 4,361Jul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
npm · crates.io · PyPI
80Goodhealth index
headroomlabs-ai/headroom
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Python · Rust★ 60.9K↓ 116K/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
PyPI · Go · npm
80Goodhealth index
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.
C++★ 4,609Jul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
PyPI · npm
80Goodhealth index
langbot-app/LangBot
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
Python · TypeScript★ 17KJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
npm
80Goodhealth index
promptfoo/promptfoo
Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI and Anthropic.
TypeScript★ 23.4K↓ 1.7M/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
Go · npm · PyPI
79Goodhealth index
infiniflow/ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Go · Python · TypeScript★ 85.1KJul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
Maven · npm
79Goodhealth index
opendataloader-project/opendataloader-pdf
PDF Parser for AI-ready data. Automate PDF accessibility. Open-source.
Java · Python★ 27.3KJul 16, 2026
Apache-2.0Jul 16, 2026 · metrics 1.13.0
PyPI · npm
78Goodhealth index
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free.
Python★ 57.4K↓ 77.9K/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
npm
78Goodhealth index
juspay/neurolink
One TypeScript interface for 24+ LLM providers — swap providers without rewriting. MCP-native (58+ servers), voice (TTS/STT/realtime), RAG, memory, file processors. Production-origin: powers Tara, Yama, and Clairvoyance at Juspay.
TypeScript★ 110↓ 24.2K/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
78Goodhealth index
tetherto/qvac
QVAC - Local AI SDK and libraries for building private, cross-platform, peer-to-peer AI applications. Run LLMs, speech-to-text, translation, and more locally on Linux, macOS, Windows, Android, and iOS.
TypeScript · JavaScript · C++★ 321Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0