A database for cleaning laser tools created in a project at the Potsdam University of Applied Sciences.

Customizable Case-Based Reasoning (CBR) toolkit for Python with a built-in API and CLI.

A realtime serving engine for Data-Intensive Generative AI Applications

MTEB: Massive Text Embedding Benchmark

Profile-Based Long-Term Memory for AI Applications. Memobase handles user profiles, memory events, and evolving context — perfect for chatbots, companions, tutors, customer service bots, and all chat-based agents.

🔰 A Comprehensive RAG repository covering basic vanilla RAG techniques, advanced retrieval methods, hybrid search fusion approaches, hands-on reranking techniques with code + explanation 📚✨

Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.

Palladian is a Java-based toolkit with functionality for text processing, classification, information extraction, and data retrieval from the Web.

[ACMMM 2025] This repo is the official implementation of "Learning Partially-Decorrelated Common Spaces for Ad-hoc Video Search"

Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.

Fine-tuning black-box OpenAI embedding models

Korean-optimized RAG evaluation toolkit with Kiwi tokenizer, ROUGE metrics, and IR evaluation for retrieval systems (Hit@K, NDCG@K, MRR, etc.)

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

🔥 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.

Chat with email archives using an LLM

All-in-One: Text Embedding, Retrieval, Reranking and RAG in Transformers

Quotes Explorer is a semantic quote search application that uses Sentence-BERT and FAISS to find quotes based on meaning rather than keywords. Built with Gradio, it offers a fast, intuitive interface for discovering inspirational and insightful quotes.

Scalable RAG-based cybersecurity framework for malware detection, anomaly analysis, and CVE intelligence — powered by Qdrant.wered by Qdrant

Rust library for generating vector embeddings, reranking.

Atmospheric data Community Toolkit - A python based toolkit for exploring and analyzing time series atmospheric datasets