retrieval-augmented-generation — salud del software de código abierto

PyPI · npm

100Excepcionalíndice de salud

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★ 26.1K5 ago 2026

Apache-2.05 ago 2026 · métricas 2.10.0

npm · PyPI

98Excepcionalíndice de salud

awslabs/generative-ai-cdk-constructs

AWS Generative AI CDK Constructs are sample implementations of AWS CDK for common generative AI patterns.

TypeScript★ 542↓ 60.7K/mes2 sept 2026

Apache-2.02 sept 2026 · métricas 2.10.0

PyPI

97Excepcionalíndice de salud

redis/redis-vl-python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

Python★ 424↓ 2.8M/mes27 ago 2026

MIT27 ago 2026 · métricas 2.10.0

PyPI · npm

96Excepcionalíndice de salud

HKUDS/LightRAG

[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python★ 38.8K12 ago 2026

MIT12 ago 2026 · métricas 2.10.0

PyPI · Go · npm

94Excepcionalíndice de salud

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★ 86.8K↓ 15.6K/mes4 ago 2026

Apache-2.04 ago 2026 · métricas 2.10.0

PyPI

91Excelenteíndice de salud

qdrant/fastembed

Fast, Accurate, Lightweight Python library to make State of the Art Embedding

Python · Jupyter Notebook★ 309218 jul 2026

Apache-2.018 jul 2026 · métricas 2.10.0

npm · PyPI

90Excelenteíndice de salud

Marker-Inc-Korea/AutoRAG

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

TypeScript · Python★ 4963↓ 309/mes2 ago 2026

Licencia propia2 ago 2026 · métricas 2.10.0

PyPI · npm

89Excelenteíndice de salud

cdeust/Cortex

Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks. Claude adds optional automatic lifecycle hooks.

Python★ 71↓ 2447/mes5 sept 2026

MIT5 sept 2026 · métricas 2.10.0

npm

89Excelenteíndice de salud

samchon/nestia

NestJS Helper + AI Chatbot Development

TypeScript · Go · MDX★ 2173↓ 526.1K/mes1 ago 2026

MIT1 ago 2026 · métricas 2.10.0

npm · PyPI

87Excelenteíndice de salud

airweave-ai/airweave

Open-source context retrieval layer for AI agents

Python · TypeScript★ 6567↓ 6678/mes28 ago 2026

MIT28 ago 2026 · métricas 2.10.0

crates.io

84Excelenteíndice de salud

Anush008/fastembed-rs

Rust library for generating vector embeddings, reranking locally!

Rust★ 963↓ 416.6K/mes17 jul 2026

Apache-2.017 jul 2026 · métricas 2.10.0

PyPI

78Buenoíndice de salud

superlinear-ai/raglite

🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with DuckDB or PostgreSQL

Python★ 120010 ago 2026

MPL-2.010 ago 2026 · métricas 2.10.0

PyPI

67Buenoíndice de salud

Vikhram-S/IndianConstitution

A Python library for exploring the Constitution of India.

Python★ 419 jul 2026

Apache-2.019 jul 2026 · métricas 2.10.0

PyPI

65Buenoíndice de salud

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★ 29121 jul 2026

Apache-2.021 jul 2026 · métricas 2.10.0

PyPI

63Moderadoíndice de salud

FlagOpen/FlagEmbedding

Retrieval and Retrieval-augmented LLMs

Python · Jupyter Notebook★ 12K12 ago 2026

MIT12 ago 2026 · métricas 2.10.0

npm

63Moderadoíndice de salud

yoloshii/ClawMem

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

TypeScript★ 194↓ 3556/mes25 jul 2026

MIT25 jul 2026 · métricas 2.10.0

npm · PyPI · crates.io +1

62Moderadoíndice de salud

muthuishere/citenexus

Evidence-first, multilingual, S3-native RAG — answers only from cited evidence (exact quote, page, bbox) and abstains when the evidence is weak, missing or conflicting. The guarantee is "no ungrounded claim". Byte-identical core across Python, Go and JavaScript. Docs: https://muthuishere.github.io/citenexus/

Python · Go · MDX★ 0↓ 665/mes5 sept 2026

MIT5 sept 2026 · métricas 2.10.0

PyPI

56Moderadoíndice de salud

nevenincs/vaultspec-rag

GPU-accelerated semantic search for your docs and source code - hybrid dense + sparse RAG on a local Qdrant backend, served to Claude Code and other MCP clients. The search companion to vaultspec-core.

Python★ 228 jul 2026

MIT28 jul 2026 · métricas 2.10.0

PyPI

54Moderadoíndice de salud

gaussia-labs/pyboltzmann

This is the boltzmann sdk in python to be used when interacting with the protocol

Python★ 0↓ 4143/mes28 ago 2026

MIT28 ago 2026 · métricas 2.10.0

PyPI

54Moderadoíndice de salud

lucagattoni/pinakes

Pinakes — a portable, agent-first knowledge base. One directory = one KB.

Python★ 0↓ 4147/mes23 ago 2026

Apache-2.023 ago 2026 · métricas 2.10.0

51Moderadoíndice de salud

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★ 118 jul 2026

Sin licencia18 jul 2026 · métricas 2.10.0

npm

50Moderadoíndice de salud

ruvnet/agentdb

Vector memory that gets smarter every time your agent uses it.

TypeScript · HTML · JavaScript★ 80↓ 649.1K/mes23 jul 2026

MIT23 jul 2026 · métricas 2.10.0

Maven

47Débilíndice de salud

MobileGraph/mobilegraph

Kotlin-first framework for building Model Agnostic AI applications, RAG systems, and agentic workflows on Android and Kotlin Multiplatform.

Kotlin★ 124 jul 2026

Apache-2.024 jul 2026 · métricas 2.10.0

PyPI

38Débilíndice de salud

antonyrag/ragleap-core

The open-source core of RagLeap — a self-hosted RAG chat engine (document ingestion, retrieval, citations) powering RagLeap's full AI business manager: Voice AI, WhatsApp/Telegram/Discord bots, database & CRM integrations, workflow automation, and a private executive assistant. Foundation layer — hosted platform at ragleap.com

Python★ 2↓ 2085/mes26 jul 2026

MIT26 jul 2026 · métricas 2.10.0

PyPI · npm

34En riesgoíndice de salud

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★ 9000↓ 9146/mes28 ago 2026

MIT28 ago 2026 · métricas 2.10.0

PyPI

26En riesgoíndice de salud

scrapedatshi/scrapedatshi-py

El repositorio no publica descripción.

Python★ 0↓ 4092/mes17 jul 2026

MIT17 jul 2026 · métricas 2.10.0

#retrieval-augmented-generation