#

retrieval

Here are 366 public repositories matching this topic...

apache / lucenenet

Apache Lucene.NET

search query analysis retrieval text information apache lucene index hacktoberfest lucenenet

Updated Nov 21, 2024
C#

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⚡

retrieval chatbot rag habana large-language-model chatpdf llm-inference 4-bits speculative-decoding llm-cpu streamingllm intel-optimized-llamacpp neural-chat neural-chat-7b autoround gaudi3

Updated Oct 8, 2024
Python

embeddings-benchmark / mteb

MTEB: Massive Text Embedding Benchmark

benchmark information-retrieval retrieval text-classification clustering sts semantic-search reranking text-embedding sgpt neural-search sentence-transformers sbert multilingual-nlp bitext-mining

Updated Nov 23, 2024
Jupyter Notebook

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

Study guides for MIT's 15.003 Data Science Tools

visualization git bash data-science r sql retrieval manipulation study-guide

Updated Aug 23, 2020

beir

beir-cellar / beir

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

nlp elasticsearch benchmark information-retrieval deep-learning retrieval pytorch dataset bert dpr passage-retrieval question-generation sentence-transformers sbert zero-shot-retrieval colbert retrieval-models ance use-qa

Updated Jul 28, 2024
Python

qdrant / fastembed

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

retrieval embeddings openai rag vector-search retrieval-augmented-generation

Updated Nov 21, 2024
Python

parthsarthi03 / raptor

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

machine-learning framework retrieval clustering language-model agents rag vector-database llm retrieval-augmented-generation

Updated Sep 3, 2024
Python

tensorlakeai / indexify

A realtime serving engine for Data-Intensive Generative AI Applications

machine-learning retrieval llm

Updated Nov 22, 2024
Rust

epsilla-cloud / vectordb

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

infrastructure search-engine data-science data machine-learning database ai neural-network retrieval embeddings rag vector-search vector-database neural-search embeddings-similarity llms chatgpt

Updated Aug 26, 2024
C++

xhluca / bm25s

Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy

search information-retrieval retrieval bm25 okapi-bm25 rag robertson bm25-plus bm25-l lexical-search

Updated Nov 13, 2024
Python

ArrowLuo / CLIP4Clip

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

search retrieval ranking clip multimodality multimodal-learning multimodal activitynet retrieval-model msvd msrvtt video-text-retrieval lsmdc didemo video-clip-retrieval

Updated Apr 12, 2024
Python

lucidrains / RETRO-pytorch

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

deep-learning retrieval transformers artificial-intelligence attention-mechanism

Updated Oct 30, 2023
Python

Muennighoff / sgpt

SGPT: GPT Sentence Embeddings for Semantic Search

information-retrieval retrieval gpt language-model semantic-search text-embedding sgpt sentence-embeddings neural-search large-language-models

Updated Feb 17, 2024
Jupyter Notebook

NeumAI

NeumTry / NeumAI

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

python data database ai ops pipeline etl retrieval embeddings data-engineering vectors rag mlops vector-database llm chatgpt llmops

Updated Jan 15, 2024
Python

michaelthwan / searchGPT

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

python nlp machine-learning ai retrieval openai language-model nlp-machine-learning retrieval-model llm grounded-bot grounded-api chatgpt

Updated Aug 25, 2024
Python

shamangary / awesome-local-global-descriptor

My personal note about local and global descriptor

awesome local retrieval matching network descriptor cnn global awesome-list cbir sift local-features local-descriptors keypoint local-descriptors-cnns

Updated Oct 21, 2020

superlinked / superlinked

A compute framework for building Search, RAG, Recommendations and Analytics over complex (structured+unstructured) data, with ultra-modal vector embeddings.

python nlp natural-language-processing information-retrieval deep-learning etl retrieval ml embeddings vectorization semantic-search data-pipeline mlops vector-search vector-database llm retrieval-augmented-generation

Updated Nov 21, 2024
Jupyter Notebook

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

deep-learning retrieval memory transformers artificial-intelligence attention-mechanism approximate-nearest-neighbors

Updated Jul 17, 2023
Python

AnswerDotAI / byaldi

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

nlp retrieval multi-modal reranking rag colbert colpali

Updated Nov 13, 2024
Python

ContextualAI / gritlm

Generative Representational Instruction Tuning

information-retrieval retrieval embeddings embedding-models embedding text-embedding sgpt grit sbert llm llms instruction-tuning mteb

Updated Nov 18, 2024
Jupyter Notebook

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