Repository Index

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

• embeddings
• openai
• rag
• retrieval

AI Search & RAG Without Moving Your Data. Get instant answers from your company's knowledge across 100+ apps while keeping data secure. Deploy in minutes, not months.

• search
• search-engine
• federated-query
• federated-search

The code used to train and run inference with the ColVision models, e.g. ColPali, ColQwen2, and ColSmol.

• colpali
• information-retrieval
• retrieval-augmented-generation
• vision-language-model

All-in-one platform for search, recommendations, RAG, and analytics offered via API

• actix-web
• diesel
• postgresql
• qdrant

[ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"

• large-language-models
• rag
• retrieval-augmented-generation

NVIDIA AI Blueprint for video search and summarization (VSS) is a GPU-accelerated reference architecture for building video analytics agents with real-time verified alerts, visual Q&A, and automated reporting. The VSS Blueprint uses vision language models (VLMs) such as NVIDIA Cosmos, LLMs such as NVIDIA Nemotron, RAG, and NVIDIA NIMs.

• rag
• vlm
• skills
• video-analytics

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents, and real-world workflows. Includes Problem Map, Global Debug Card, WFGY 4.0, and the CFV Easter Egg.

• rag
• ai-agents
• alignment
• debugging

The official implementation of RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval

• rag
• retrieval
• retrieval-augmented-generation
• clustering

This repository includes the official implementation of OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question answering. It uses sophisticated graph based algorithm to handle the tasks.

• advanced-rag
• agent
• llm
• rag

Cache-Augmented Generation: A Simple, Efficient Alternative to RAG

• cag
• llm
• rag

A toolkit to create optimal Production-readyRetrieval Augmented Generation(RAG) setup for your data

• developer-tools
• genai
• rag

List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search

• ai
• ai-search-engine
• artificial-intelligence
• artificial-intelligence-projects

OctoTools: An agentic framework with extensible tools for complex reasoning

• agentic-framework
• agents
• complex-reasoning
• large-language-models

Comprehensive guide to learn RAG from basics to advanced.

• ai-engineer
• generative-ai
• large-language-models
• llm-engineer

😎 Awesome list of Retrieval-Augmented Generation (RAG) applications in Generative AI.

• artificial-intelligence
• generative-ai
• large-language-models
• retrieval-augmented-generation

A code repository indexing tool to supercharge your LLM experience.

• neovim-plugin
• retrieval-augmented
• embeddings
• rag

Ontology-Augmented Generation for AI agents.

• agent-skills
• document-parsing
• knowledge-graph
• mineru

RAG over GitHub issues, with a hand-reviewed eval set and an audit of the judge itself. Reports the interval, not just the best number.

• evaluation
• github-issues
• llm
• llm-as-judge

LLM and agent evaluation for Java & Kotlin. Runs in JUnit and CI. Spring AI, LangChain4j, Koog, Embabel, and any LLM client.

• agent-evaluation
• evaluation-framework
• evaluation-metrics
• java