retrieval

intel/intel-extension-for-transformers

⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Platforms⚡

shervinea/mit-15-003-data-science-tools

Study guides for MIT's 15.003 Data Science Tools

embeddings-benchmark/mteb

MTEB: Massive Text Embedding Benchmark

beir-cellar/beir

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

SciPhi-AI/R2R

Build and deploy a fully-featured, observable, user-facing RAG backend in minutes.

qdrant/fastembed

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

epsilla-cloud/vectordb

Epsilla is a high performance Vector Database Management System. Try out hosted Epsilla at https://cloud.epsilla.com/

lucidrains/RETRO-pytorch

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

Muennighoff/sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

ArrowLuo/CLIP4Clip

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

NeumTry/NeumAI

Neum AI is a best-in-class framework to manage the creation and synchronization of vector embeddings at large scale.

shamangary/awesome-local-global-descriptor

My personal note about local and global descriptor

lucidrains/memorizing-transformers-pytorch

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

parthsarthi03/raptor

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

michaelthwan/searchGPT

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

tensorlakeai/indexify

A realtime and indexing and structured extraction engine for Unstructured Data to build Generative AI Applications

redis-developer/ArXivChatGuru

Use ArXiv ChatGuru to talk to research papers. This app uses LangChain, OpenAI, Streamlit, and Redis as a vector database/semantic cache.

ContextualAI/gritlm

Generative Representational Instruction Tuning

AkariAsai/learning_to_retrieve_reasoning_paths

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

Aquila-Network/aquila

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

LongmaoTeamTf/deep_recommenders

Deep Recommenders

KarelDO/xmc.dspy

In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.

raphaelsty/cherche

Neural Search

arcee-ai/DALM

Domain Adapted Language Modeling Toolkit - E2E RAG

chao1224/MoleculeSTM

Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42256-023-00759-6)

meinardmueller/libfmp

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

Anush008/fastembed-rs

Library to generate vector embeddings, reranking. Based on Qdrant's FastEmbed.

simaiden/Clothing-Detection

m-bain/CondensedMovies

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

rom1504/image_embeddings

Using efficientnet to provide embeddings for retrieval

mendableai/rag-arena

Open-source RAG evaluation through users' feedback

luyug/COIL

NAACL2021 - COIL Contextualized Lexical Retriever

ARM-DOE/ACT

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

protyposis/AudioAlign

Audio Synchronization and Analysis Tool

luyug/GC-DPR

Train Dense Passage Retriever (DPR) with a single GPU