Apache Lucene.NET

Study guides for MIT's 15.003 Data Science Tools

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

Implementation of RETRO, Deepmind's Retrieval based Attention net, in Pytorch

SGPT: GPT Sentence Embeddings for Semantic Search

My personal note about local and global descriptor

An official implementation for "CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval"

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.

MTEB: Massive Text Embedding Benchmark

The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

Deep Recommenders

📑 Neural Search

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)

Story-Based Retrieval with Contextual Embeddings. Largest freely available movie video dataset. [ACCV'20]

NAACL2021 - COIL Contextualized Lexical Retriever

Using efficientnet to provide embeddings for retrieval

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