Search Results - RepositoryStats

261

2.2k

gpl-3.0

78

A curated list of pretrained sentence and word embedding models

nlp bert awesome awesome-list cross-lingual wordembedding language-model subword-models word-embeddings embedding-models natural-language pretrained-models sentence-embeddings pretrained-embedding unsupervised-learning sentence-representations pretrained-language-model contextualized-representation

This repository has been archived (exclude archived)

Created 2018-12-10

200 commits to master branch, last one 3 years ago

awesome-embedding-models Hironsan

252

1.8k

mit

108

A curated list of awesome embedding models tutorials, projects and communities.

papers awesome word2vec embeddings embedding-models machine-learning natural-language-processing

Created 2016-12-05

39 commits to master branch, last one 5 years ago

pykg2vec Sujit-O

111

608

mit

13

Python library for knowledge graph embedding and representation learning.

knowledge-graph embedding-models embedding-python representation-learning

Created 2019-03-06

1,402 commits to master branch, last one 3 years ago

gritlm ContextualAI

41

571

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 15 days ago

openl3 marl

58

470

mit

11

OpenL3: Open-source deep audio and image embeddings

audio image embedding deep-learning embedding-models image-embeddings machine-listening

Created 2018-10-17

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

EmbedAnything StarlightSearch

26

313

apache-2.0

6

A minimalist yet highly performant, lightweight, lightning fast, multisource, multimodal and local Ingestion, Inference and Indexing solution, built in Rust.

rag jina onnx rust index openai splade colpali indexing ingestion rust-lang onnxruntime vector-database embedding-models late-interaction machine-learning information-retrieval large-language-models vision-language-model

Created 2024-03-31

513 commits to main branch, last one 2 days ago

VectorDB-Plugin-for-LM-Studio BBC-Esq

36

291

unknown

6

Plugin that lets you ask questions about your documents including audio and video files.

Created 2023-08-13

1,133 commits to main branch, last one a day ago

image_search_engine CVxTz

40

233

mit

15

Image search engine

anchor fashion ranking search-engine embedding-models

Created 2019-11-11

22 commits to master branch, last one 4 years ago

vec4ir lgalke

42

226

mit

13

Word Embeddings for Information Retrieval

nlp embeddings evaluation data-science retrieval-model word-embeddings embedding-models similarity-scoring information-retrieval natural-language-processing

Created 2017-03-22

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

ncc spcl

51

208

bsd-3-clause

13

Neural Code Comprehension: A Learnable Representation of Code Semantics

llvm-ir embeddings code-analysis embedding-based neural-networks embedding-models machine-learning

Created 2018-06-21

53 commits to master branch, last one 4 months ago

webvectors akutuzov

48

197

gpl-3.0

12

Web-ify your word2vec: framework to serve distributional semantic models online

flask gensim web-app word2vec embedding-models distributional-semantics

Created 2015-10-24

409 commits to master branch, last one 6 months ago

client-vector-search yusufhilmi

10

171

mit

5

A client side vector search library that can embed, store, search, and cache vectors. Works on the browser and node. It outperforms OpenAI's text-embedding-ada-002 and is way faster than Pinecone and ...

openai search vector embeddings transformers vector-search text-embeddings embedding-models embedding-vectors

Created 2023-08-14

82 commits to main branch, last one 6 months ago

selfsne jgraving

13

158

apache-2.0

32

Self-Supervised Noise Embeddings (Self-SNE)

clustering deep-learning embedding-models machine-learning contrastive-learning dimensionality-reduction self-supervised-learning

Created 2020-07-18

348 commits to main branch, last one a day ago

torecsys p768lwy3

17

101

mit

5

ToR[e]cSys is a PyTorch Framework to implement recommendation system algorithms, including but not limited to click-through-rate (CTR) prediction, learning-to-ranking (LTR), and Matrix/Tensor Embeddin...

python pytorch embedding-models click-through-rate recommender-system recommendation-system

Created 2019-08-11

210 commits to master branch, last one 2 years ago

RAG-Driven-Generative-AI Denis2054

33

96

mit

6

This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models f...

rag llama chroma scaling chromadb pinecone gpt4-omni naive-rag multimodal openai-api fine-tuning gpt-4o-mini huggingface llama-index scaling-rag advanced-rag embedding-models indexing-querying vision-transformer

Created 2024-04-19

498 commits to main branch, last one a day ago

langchain-chat shamspias

17

86

unknown

8

langchain-chat is an AI-driven Q&A system that leverages OpenAI's GPT-4 model and FAISS for efficient document indexing. It loads and splits documents from websites or PDFs, remembers conversations, a...

faiss gpt-3 gpt-4 gpt-j chatbot chatbots pinecone langchain gpt-35-turbo faiss-backend embedding-model vector-database embedding-models embedding-python langchain-python embedding-vectors embedding-similarity langchain-expression-language

Created 2023-04-09

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

MetaVec ikergarcia1996

5

80

gpl-3.0

4

A monolingual and cross-lingual meta-embedding generation and evaluation framework

fasttext word2vec embedding emnlp2021 embeddings meta-embedding meta-embeddings embedding-models embedding-vectors fasttext-embeddings embedding-evaluation

Created 2021-09-01

8 commits to main branch, last one 2 years ago

entity2vec D2KLab

24

77

apache-2.0

11

Generates a set of property-specific entity embeddings from knowledge graphs using node2vec

entity entity2vec embedding-models embedding-python recommender-system knowledge-graphs-embeddings

Created 2016-10-07

202 commits to master branch, last one 3 years ago

KERMIT ART-Group-it

9

58

mit

7

🐸 KERMIT - A lightweight library to encode and interpret Universal Syntactic Embeddings

nlp kermit kernel syntax embeddings nlp-library tree-kernel neural-network machinelearning embedding-models machine-learning syntax-embeddings nlp-machine-learning natural-language-processing

Created 2020-04-20

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

gradio_RAG nsrinidhibhat

14

43

unknown

2

Code and resources showcasing the Retrieval-Augmented Generation (RAG) technique, a solution for enhancing data freshness in Large Language Models (LLMs). Incorporate up-to-date external knowledge int...

llm faiss gradio llama2 falcon-7b generative-ai embedding-models retrieval-augmented-generation

Created 2023-08-20

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

aiSFX alisonbma

4

41

cc-by-4.0

4

Representation Learning for the Automatic Indexing of Sound Effects Libraries (ISMIR 2022): Deep audio embeddings pre-trained on UCS & Non-UCS-compliant datasets.

deep-learning embedding-models machine-learning sound-effects-library representation-learning universal-category-system music-information-retrieval

Created 2022-07-23

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