LLM-powered framework for deep document understanding, semantic retrieval, and context-aware answers using RAG paradigm.

• UpdatedFeb 11, 2026
• Go

MTEB: Massive Text Embedding Benchmark

• UpdatedFeb 20, 2026
• Python

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

• UpdatedFeb 19, 2026
• Python

Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.

• UpdatedJan 1, 2026
• Python

Use late-interaction multi-modal models such as ColPali in just a few lines of code.

• UpdatedJan 28, 2025
• Python

Rust library for vector embeddings and reranking.

• UpdatedFeb 19, 2026
• Rust

A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).

• UpdatedJan 7, 2024

Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]

• UpdatedMar 10, 2024
• Python

Querying local documents, powered by LLM

• UpdatedJan 17, 2026
• Jupyter Notebook

🔥 Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation 🔥. Our toolkit integrates 40 pre-retrieved benchmark datasets and supports 7+ retrieval techniques, 24+ state-of-the-art Reranking models, and multiple RAG methods.

• UpdatedFeb 20, 2026
• Python

YT Navigator: AI-powered YouTube content explorer that lets you search and chat with channel videos using AI agents. Extract insights from hours of content in seconds with semantic search and precise timestamps.

• UpdatedMar 27, 2025
• Python

A LLM RAG system runs on your laptop. 大模型检索增强生成系统，可以轻松部署在笔记本电脑上，实现本地知识库智能问答。企业级SaaS版本请访问：

• UpdatedJan 28, 2026
• Python

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x, Quarkus, and other frameworks.

• UpdatedFeb 19, 2026
• Java

llama.cpp (GGUF LLMs) and llava.cpp (GGUF VLMs) for ROS 2

• UpdatedOct 6, 2025
• C++

See how to augment LLMs with real-time data for dynamic, context-aware apps - Rag + Agents + GraphRAG.

• UpdatedFeb 17, 2026
• Jupyter Notebook

Diffusion on manifolds for image retrieval

• UpdatedJan 8, 2020
• Python

Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"

• UpdatedNov 27, 2022
• Python

A flask-based cbir system

• UpdatedJan 11, 2024
• Python

Code and resources for papers "Generation-Augmented Retrieval for Open-Domain Question Answering" and "Reader-Guided Passage Reranking for Open-Domain Question Answering", ACL 2021

• UpdatedFeb 11, 2022
• Python

Official repository of ICCV21 paper "Viewpoint Invariant Dense Matching for Visual Geolocalization"

• UpdatedOct 13, 2023
• Python