29 results found Sort:

Separius
awesome-sentence-embedding Separius
262
2.3k
gpl-3.0
77
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This repository has been archived (exclude archived)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
Hironsan
awesome-embedding-models Hironsan
250
1.8k
mit
106
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 6 years ago
ContextualAI
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 26 days ago
Sujit-O
pykg2vec Sujit-O
112
612
mit
12
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
marl
openl3 marl
57
503
mit
10
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
StarlightSearch
EmbedAnything StarlightSearch
44
502
apache-2.0
7
Production-ready Inference, Ingestion and Indexing built in Rust ๐Ÿฆ€
rag jina onnx rust index openai splade colpali indexing ingestion rust-lang modernbert onnxruntime vector-database embedding-models late-interaction machine-learning information-retrieval large-language-models vision-language-model
Created 2024-03-31
669 commits to main branch, last one 2 days ago
Denis2054
RAG-Driven-Generative-AI Denis2054
118
404
mit
10
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 grok llama chroma scaling chromadb pinecone xai-grok gpt4-omni multimodal openai-api fine-tuning gpt-4o-mini huggingface llama-index advanced-rag embedding-models indexing-querying vision-transformer
Created 2024-04-19
529 commits to main branch, last one 27 days ago
BBC-Esq
VectorDB-Plugin BBC-Esq
40
331
unknown
7
Plugin that lets you ask questions about your documents including audio and video files.
rag bark gtts python tiledb vision whisper koboldai koboldcpp embeddings whispers2t vector-search whisperspeech vector-database embedding-models embedding-vectors retrieval-chatbot database-management vector-data-management retrieval-augmented-generation
Created 2023-08-13
1,407 commits to main branch, last one 3 days ago
CVxTz
image_search_engine CVxTz
40
234
mit
14
Image search engine
anchor fashion ranking search-engine embedding-models
Created 2019-11-11
22 commits to master branch, last one 5 years ago
lgalke
vec4ir lgalke
42
225
mit
12
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
spcl
ncc spcl
51
211
bsd-3-clause
12
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 8 months ago
akutuzov
webvectors akutuzov
47
199
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
411 commits to master branch, last one about a month ago
yusufhilmi
client-vector-search yusufhilmi
13
196
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 10 months ago
jgraving
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
382 commits to main branch, last one 6 days ago
mangopy
tool-retrieval-benchmark mangopy
1
154
apache-2.0
1
Official code for "๐Ÿ” Retrieval Models Arenโ€™t Tool-Savvy: Benchmarking Tool Retrieval for Large Language Models"
tool-learning embedding-models retrieval-evaluation information-retrieval large-language-models
Created 2025-02-11
57 commits to main branch, last one 10 days ago
ALucek
QuicKB ALucek
25
124
mit
3
Optimize Document Retrieval with Fine-Tuned KnowledgeBases
fine-tuning knowledge-base embedding-models sentence-transformers synthetic-dataset-generation retrieval-augmented-generation
Created 2025-01-22
145 commits to main branch, last one about a month ago
p768lwy3
torecsys p768lwy3
17
103
mit
4
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 3 years ago
shobrook
weightgain shobrook
2
98
mit
2
Train an adapter for any embedding model in under a minute
lora openai adapter embeddings embedding-models
Created 2025-02-25
33 commits to master branch, last one about a month ago
shamspias
langchain-chat shamspias
17
86
unknown
7
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 langgraph gpt-35-turbo faiss-backend embedding-model vector-database embedding-models embedding-python langchain-python langgraph-python embedding-vectors embedding-similarity langchain-expression-language
Created 2023-04-09
53 commits to main branch, last one about a year ago
su-park
mteb_ko_leaderboard su-park
2
81
unknown
3
ํ•œ๊ธ€ ํ…์ŠคํŠธ ์ž„๋ฒ ๋”ฉ ๋ชจ๋ธ ๋ฆฌ๋”๋ณด๋“œ
mteb korean leaderboard embedding-models
Created 2024-08-12
10 commits to main branch, last one 5 months ago
ikergarcia1996
MetaVec ikergarcia1996
5
80
gpl-3.0
3
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
D2KLab
entity2vec D2KLab
24
77
apache-2.0
10
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
HITsz-TMG
KaLM-Embedding HITsz-TMG
6
74
mit
3
Code for KaLM-Embedding models
sentence embedding retrieval embedding-models sentence-embeddings
Created 2024-12-24
24 commits to main branch, last one 22 days ago
ART-Group-it
KERMIT ART-Group-it
9
58
mit
6
๐Ÿธ 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 2 years ago
nsrinidhibhat
gradio_RAG nsrinidhibhat
14
52
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
alisonbma
aiSFX alisonbma
4
43
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
worldbank
GISTEmbed worldbank
2
41
unknown
4
GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings
mteb fine-tuning huggingface deep-learning embedding-models sentence-embeddings sentence-transformers
Created 2024-02-07
25 commits to main branch, last one about a year ago
databricks-industry-solutions
product-search databricks-industry-solutions
14
32
other
1
Semantic product search on Databricks
rcg retail vector-store model-serving semantic-search embedding-models
Created 2023-04-17
21 commits to main branch, last one about a year ago
thustorage
PetPS thustorage
2
30
unknown
3
PetPS: Supporting Huge Embedding Models with Tiered Memory
embedding-models parameter-server persistent-memory recommendation-system
Created 2023-01-16
4 commits to main branch, last one 10 months ago