Search Results - RepositoryStats

lucenenet apache

641

2.3k

apache-2.0

170

Apache Lucene.NET

text index query apache lucene search analysis lucenenet retrieval information hacktoberfest

Created 2009-03-27

6,945 commits to master branch, last one 4 days ago

intel-extension-for-transformers intel

211

2.1k

apache-2.0

28

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

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

This repository has been archived (exclude archived)

Created 2022-11-11

2,126 commits to main branch, last one 2 months ago

mteb embeddings-benchmark

289

2.0k

apache-2.0

15

MTEB: Massive Text Embedding Benchmark

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

Created 2022-04-05

2,119 commits to main branch, last one a day ago

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

363

1.8k

mit

64

Study guides for MIT's 15.003 Data Science Tools

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

Created 2020-08-10

23 commits to master branch, last one 4 years ago

beir beir-cellar

197

1.7k

apache-2.0

24

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

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

Created 2021-01-18

434 commits to main branch, last one about a year ago

fastembed qdrant

111

1.6k

apache-2.0

15

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

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

Created 2023-07-14

503 commits to main branch, last one 6 days ago

raptor parthsarthi03

141

1.0k

mit

12

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

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

Created 2024-02-27

20 commits to master branch, last one 3 months ago

bm25s xhluca

44

955

mit

4

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

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

Created 2024-04-10

58 commits to main branch, last one a day ago

indexify tensorlakeai

120

948

apache-2.0

23

A realtime serving engine for Data-Intensive Generative AI Applications

llm retrieval machine-learning

Created 2023-04-18

3,243 commits to main branch, last one 2 days ago

vectordb epsilla-cloud

38

916

gpl-3.0

5

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

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

Created 2023-07-09

353 commits to main branch, last one 4 months ago

CLIP4Clip ArrowLuo

125

897

mit

13

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

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

Created 2021-04-13

29 commits to master branch, last one 2 years ago

sgpt Muennighoff

54

857

mit

8

SGPT: GPT Sentence Embeddings for Semantic Search

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

Created 2022-02-11

65 commits to main branch, last one 10 months ago

RETRO-pytorch lucidrains

106

856

apache-2.0

26

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

retrieval transformers deep-learning attention-mechanism artificial-intelligence

Created 2022-01-15

140 commits to main branch, last one about a year ago

NeumAI NeumTry

47

844

apache-2.0

10

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

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

Created 2023-09-14

86 commits to main branch, last one 11 months ago

superlinked superlinked

51

826

apache-2.0

22

A compute framework for building Search, RAG, Recommendations and Analytics over complex structured & unstructured data.

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

Created 2023-11-07

833 commits to main branch, last one 11 days ago

byaldi AnswerDotAI

64

681

apache-2.0

17

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

nlp rag colbert colpali reranking retrieval multi-modal

Created 2024-09-04

73 commits to main branch, last one about a month ago

searchGPT michaelthwan

68

667

mit

12

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

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

Created 2023-02-11

212 commits to master branch, last one 4 months ago

memorizing-transformers-pytorch lucidrains

46

628

mit

11

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

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

Created 2022-03-21

118 commits to main branch, last one about a year ago

gritlm ContextualAI

42

577

mit

9

Generative Representational Instruction Tuning

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

Created 2024-02-15

63 commits to main branch, last one about a month ago

ArXivChatGuru redis-developer

69

534

mit

9

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

ai rag arxiv redis openai python langchain retrieval streamlit vector-search vector-database machine-learning question-answering retrieval-augmented-generation

Created 2023-02-10

16 commits to main branch, last one about a month ago

VisRAG OpenBMB

38

518

apache-2.0

9

Parsing-free RAG supported by VLMs

rag retrieval multi-modal multi-modality document-retrieval vision-language-model document-understanding retrieval-augmented-generation

Created 2024-10-14

73 commits to master branch, last one 19 days ago

learning_to_retrieve_reasoning_paths AkariAsai

65

430

mit

19

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

squad hotpotqa retrieval open-domain-qa natural-questions multi-hop-reasoning reading-comprehension

Created 2020-02-04

12 commits to master branch, last one 3 years ago

xmc.dspy KarelDO

24

396

mit

24

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

retrieval prompt-engineering information-extraction retrieval-augmented-generation

Created 2024-01-22

28 commits to main branch, last one 11 months ago

fastembed-rs Anush008

55

379

apache-2.0

4

Rust library for generating vector embeddings, reranking locally

rag reranker fastembed reranking retrieval embeddings vector-search retrieval-augmented-generation

Created 2023-10-01

166 commits to main branch, last one 24 days ago

aquila Aquila-Network

25

377

unknown

21

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

faiss aquila embedding retrieval knn-search image-search video-search neural-search search-engine feature-vectors vector-database similarity-search similarity-searches information-retrieval nearest-neighbor-search information-retrieval-engine neural-information-retrieval approximate-nearest-neighbor-search

Created 2019-04-19

499 commits to main branch, last one 10 months ago

relik SapienzaNLP

22

359

unknown

7

Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)

nlp bert acl2024 retrieval wikipedia huggingface transformers entity-linking span-extraction retriever-reader triplet-extraction relation-extraction natural-language-processing

Created 2023-11-09

142 commits to main branch, last one 3 months ago

cherche raphaelsty

15

327

mit

8

Neural Search

nlp bm25 reader search flashtext retrieval searching neural-search vector-search neural-networks semantic-search machine-learning question-answering information-retrieval natural-language-processing

Created 2021-12-04

196 commits to main branch, last one 7 months ago