Search Results - RepositoryStats

362

2.4k

apache-2.0

19

MTEB: Massive Text Embedding Benchmark

sts mteb 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

2,825 commits to main branch, last one 2 days ago

lucenenet apache

647

2.3k

apache-2.0

167

Apache Lucene.NET

text index query apache lucene search analysis lucenenet retrieval information hacktoberfest

Created 2009-03-27

6,981 commits to master branch, last one 23 days ago

intel-extension-for-transformers intel

211

2.2k

apache-2.0

26

⚡ 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This repository has been archived (exclude archived)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 6 months ago

fastembed qdrant

128

1.9k

apache-2.0

18

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

544 commits to main branch, last one a day ago

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

366

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

204

1.8k

apache-2.0

20

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

dpr llm nlp rag bert sbert 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

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

raptor parthsarthi03

161

1.2k

mit

15

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 7 months ago

bm25s xhluca

63

1.1k

mit

5

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

68 commits to main branch, last one 3 days ago

superlinked superlinked

73

1.0k

apache-2.0

26

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

1,070 commits to main branch, last one a day ago

memobase memodb-io

66

1.0k

apache-2.0

6

Profile-Based Long-Term Memory for AI Applications

rag memory chatgpt ai-memory retrieval llm-memory user-memory ai-companion data-structures llm-application long-term-memory data-structures-and-algorithms

Created 2024-09-03

244 commits to main branch, last one a day ago

indexify tensorlakeai

125

987

apache-2.0

21

A realtime serving engine for Data-Intensive Generative AI Applications

llm retrieval machine-learning

Created 2023-04-18

3,585 commits to main branch, last one a day ago

CLIP4Clip ArrowLuo

127

933

mit

12

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

863

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 about a year ago

RETRO-pytorch lucidrains

107

861

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

854

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 about a year ago

vectordb epsilla-cloud

41

850

gpl-3.0

6

Epsilla is a high performance Vector Database Management System

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 7 months ago

byaldi AnswerDotAI

80

768

apache-2.0

19

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 4 months ago

searchGPT michaelthwan

71

691

mit

11

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 7 months ago

VisRAG OpenBMB

53

661

apache-2.0

12

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

119 commits to master branch, last one about a month ago

memorizing-transformers-pytorch lucidrains

47

633

mit

10

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

617

mit

10

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

67 commits to main branch, last one 27 days ago

ArXivChatGuru redis-developer

68

543

mit

8

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

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

fastembed-rs Anush008

65

469

apache-2.0

5

Rust library for generating vector embeddings, reranking locally

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

Created 2023-10-01

177 commits to main branch, last one 3 days ago

learning_to_retrieve_reasoning_paths AkariAsai

64

432

mit

18

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 4 years ago

xmc.dspy KarelDO

26

417

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 about a year ago

relik SapienzaNLP

31

410

unknown

6

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 6 months ago

EasyRAG BUAADreamer

47

401

mit

3

Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案

qa bge ccf gte llm rag rrf bm25 glm4 hyde aiops minicpm retrieval network-operations retrieval-augmented-generation

Created 2024-06-04

109 commits to master branch, last one 4 months ago

Rankify DataScienceUIBK

32

383

unknown

12

🔥 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 techni...

ai llm nlp rag agent chatgpt reranking retrieval ranked-retrieval question-answering information-retrieval retrival-augmented-generation

Created 2025-02-09

140 commits to main branch, last one a day ago

aquila Aquila-Network

25

377

unknown

20

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 about a year ago

cherche raphaelsty

15

328

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 10 months ago