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#retrieval-augmented-generation

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.

12 records
Tagged “retrieval-augmented-generation”Ranked by health index
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
81Goodhealth index
redis/redis-vl-python
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
Python★ 416↓ 2.5M/moJul 21, 2026
MITJul 21, 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
PyPI
76Goodhealth index
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Python · Jupyter Notebook★ 3,092Jul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
crates.io
72Goodhealth index
Anush008/fastembed-rs
Rust library for generating vector embeddings, reranking locally!
Rust★ 963↓ 416.6K/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
PyPI · npm
68Moderatehealth index
cdeust/Cortex
Persistent memory for Claude Code built on computational neuroscience, not just retrieval. 36 cited brain mechanisms consolidate what matters, keep it current as your project evolves, and reconstruct the right context at the right time — a living memory, not a flat RAG. Says "I don't know" when unsure, flags contradictions. Local-first · MCP · MIT.
Python★ 67↓ 2,447/moJul 15, 2026
Custom licenseJul 15, 2026 · metrics 1.13.0
PyPI
62Moderatehealth index
Vikhram-S/IndianConstitution
A Python library for exploring the Constitution of India.
Python★ 4Jul 19, 2026
Apache-2.0Jul 19, 2026 · metrics 1.13.0
PyPI
61Moderatehealth index
JetXu-LLM/llama-github
Llama-github is an open-source Python library that empowers LLM Chatbots, AI Agents, and Auto-dev Solutions to conduct Agentic RAG from actively selected GitHub public projects. It Augments through LLMs and Generates context for any coding question, in order to streamline the development of sophisticated AI-driven applications.
Python★ 291Jul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
Go
50Moderatehealth index
bachtiarpanjaitan/ihandai-go
Provider-agnostic Go AI framework for building RAG, agents, and AI-powered applications. Swap LLM providers without code changes — supports Ollama, OpenAI, and more.
Go★ 1Jul 18, 2026
No licenseJul 18, 2026 · metrics 1.13.0
npm
49At riskhealth index
ruvnet/agentdb
Vector memory that gets smarter every time your agent uses it.
TypeScript · HTML · JavaScript★ 80↓ 649.1K/moJul 23, 2026
MITJul 23, 2026 · metrics 1.13.0
PyPI · npm
38At riskhealth index
LearningCircuit/local-deep-research
~95% on SimpleQA (e.g. Qwen3.6-27B on a 3090). Supports all local and cloud LLMs (llama.cpp, Ollama, Google, ...). 10+ search engines - arXiv, PubMed, your private documents. Everything Local & Encrypted.
Python · JavaScript★ 8,752↓ 10.3K/moJul 20, 2026
MITJul 20, 2026 · metrics 1.13.0
PyPI
32At riskhealth index
scrapedatshi/scrapedatshi-py
No repository description published.
Python★ 0↓ 4,092/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0