Search Results - RepositoryStats

lucenenet apache

628

2.2k

apache-2.0

175

Apache Lucene.NET

text index query apache lucene search analysis lucenenet retrieval information hacktoberfest

Created 2009-03-27

6,822 commits to master branch, last one about a month ago

intel-extension-for-transformers intel

199

2.0k

apache-2.0

27

⚡ 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

Created 2022-11-11

2,089 commits to main branch, last one a day ago

R2R SciPhi-AI

137

1.9k

mit

14

R2R is a RAG (Retrieval-Augmented Generation) engine with a RESTful API and prod features. Including hybrid search, knowledge graphs, and more.

llm ocr pdf search chatbot langchain retrieval llama-index deep-learning data-pipelines machine-learning retrieval-systems question-answering large-language-models artificial-intelligence retrieval-augmented-generation

Created 2024-02-12

662 commits to main branch, last one 7 hours ago

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

362

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 3 years ago

mteb embeddings-benchmark

206

1.6k

apache-2.0

8

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

1,658 commits to main branch, last one 12 hours ago

beir beir-cellar

174

1.5k

apache-2.0

23

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 10 months ago

fastembed qdrant

74

978

apache-2.0

9

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

440 commits to main branch, last one 9 days ago

vectordb epsilla-cloud

37

878

gpl-3.0

4

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

345 commits to main branch, last one 28 days ago

RETRO-pytorch lucidrains

106

845

apache-2.0

27

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 8 months ago

sgpt Muennighoff

51

819

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 4 months ago

CLIP4Clip ArrowLuo

117

813

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

NeumAI NeumTry

44

800

apache-2.0

9

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 5 months ago

raptor parthsarthi03

93

662

mit

10

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

18 commits to master branch, last one 3 months ago

memorizing-transformers-pytorch lucidrains

46

618

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 11 months ago

indexify tensorlakeai

66

606

apache-2.0

19

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

llm retrieval machine-learning

Created 2023-04-18

1,890 commits to main branch, last one 13 hours ago

searchGPT michaelthwan

62

592

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

209 commits to master branch, last one about a year ago

ArXivChatGuru redis-developer

68

511

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

15 commits to main branch, last one 7 months ago

bm25s xhluca

14

495

mit

1

Fast lexical search library implementing BM25 in Python using Scipy (on average 2x faster than Elasticsearch in single-threaded setting)

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

Created 2024-04-10

19 commits to main branch, last one 2 days ago

gritlm ContextualAI

33

469

mit

8

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

42 commits to main branch, last one 23 days ago

learning_to_retrieve_reasoning_paths AkariAsai

65

421

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

aquila Aquila-Network

25

376

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 4 months ago

xmc.dspy KarelDO

17

327

mit

23

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 4 months ago

deep_recommenders LongmaoTeamTf

106

325

apache-2.0

7

Deep Recommenders

ranking retrieval deep-learning multi-task-learning recommendation-system

Created 2020-03-24

659 commits to master branch, last one 2 years ago

cherche raphaelsty

14

317

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 25 days ago

superlinked superlinked

13

300

apache-2.0

8

A compute framework for turning complex data into vectors. Build multimodal vectors with ease and define weights at query time so you don't need a custom reranking algorithm to optimise results. Go st...

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

Created 2023-11-07

246 commits to main branch, last one 2 days ago

DALM arcee-ai

33

276

apache-2.0

11

Domain Adapted Language Modeling Toolkit - E2E RAG

llm retrieval language-model retrieval-augmented-generation

Created 2023-07-31

286 commits to main branch, last one 15 days ago

MoleculeSTM chao1224

18

184

other

4

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)

clip editing retrieval moleculestm pretraining moleculeclip drug-discovery foundation-model molecule-editing computation-chemistry

Created 2022-12-21

7 commits to main branch, last one 2 months ago