38 results found Sort:

ddangelov
Top2Vec ddangelov
374
3.0k
bsd-3-clause
37
Top2Vec learns jointly embedded topic, document and word vectors.
bert top2vec text-search topic-search topic-vector topic-modeling semantic-search topic-modelling word-embeddings sentence-encoder document-embedding sentence-transformers text-semantic-similarity pre-trained-language-models
Created 2020-03-20
349 commits to master branch, last one about a month ago
huggingface
setfit huggingface
225
2.3k
apache-2.0
22
Efficient few-shot learning with Sentence Transformers
nlp few-shot-learning sentence-transformers
Created 2022-06-30
702 commits to main branch, last one 3 months ago
embeddings-benchmark
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
2,107 commits to main branch, last one 22 hours ago
beir-cellar
beir beir-cellar
194
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
IntelLabs
fastRAG IntelLabs
126
1.4k
apache-2.0
12
Efficient Retrieval Augmentation and Generation Framework
llm nlp colbert benchmark diffusion multi-modal transformers generative-ai summarization knowledge-graph semantic-search question-answering information-retrieval sentence-transformers
Created 2023-01-23
73 commits to main branch, last one 26 days ago
kennethleungty
Llama-2-Open-Source-LLM-CPU-Inference kennethleungty
213
953
mit
14
Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A
cpu llm nlp faiss llama python chatgpt llama-2 langchain document-qa transformers cpu-inference deep-learning c-transformers language-models open-source-llm machine-learning large-language-models sentence-transformers natural-language-processing
Created 2023-07-06
37 commits to main branch, last one about a year ago
wangyuxinwhy
uniem wangyuxinwhy
66
840
apache-2.0
8
unified embedding model
nlp embeddings huggingface sentence-embeddings sentence-transformers
Created 2023-05-09
109 commits to main branch, last one about a year ago
octimot
StoryToolkitAI octimot
60
738
gpl-3.0
23
An editing tool that uses AI to transcribe, understand content and search for anything in your footage, integrated with ChatGPT and other AI models
ai gpt chatgpt editing filmmaking film-editing davinci-resolve video-processing speech-recognition sentence-transformers
Created 2022-09-29
475 commits to main branch, last one 12 days ago
BaranziniLab
KG_RAG BaranziniLab
95
717
apache-2.0
18
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
gpt llm rag gpt4 llama llama2 gpt35turbo bert-models context-aware prompt-tuning bioinformatics knowledge-base knowledge-graph prompt-engineering large-language-models sentence-transformers biomedical-informatics biomedical-applications bioinformatics-algorithms retrieval-augmented-generation
Created 2023-11-11
582 commits to main branch, last one about a month ago
MinishLab
model2vec MinishLab
21
519
mit
8
The Fastest State-of-the-Art Static Embeddings in the World
ai nlp python model2vec embeddings word-embeddings machine-learning sentence-transformers
Created 2024-07-18
216 commits to main branch, last one 22 days ago
fynnfluegge
codeqai fynnfluegge
49
421
apache-2.0
10
Local first semantic code search and chat powered by vector embeddings and LLMs
gpt llm faiss llama2 ollama openai llamacpp codellama langchain huggingface sentence-transformers
Created 2023-09-17
78 commits to main branch, last one 6 months ago
voidism
DiffCSE voidism
27
292
mit
4
Code for the NAACL 2022 long paper "DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings"
sentence-embeddings sentence-similarity contrastive-learning sentence-transformers representation-learning self-supervised-learning
Created 2022-04-13
38 commits to master branch, last one 2 years ago
dpressel
mint dpressel
14
250
unknown
9
MinT: Minimal Transformer Library and Tutorials
t5 gpt opt bart bert gpt2 pytorch roberta tutorials transformer transformers transformer-models sentence-transformers
Created 2022-03-23
44 commits to main branch, last one 2 years ago
dmayboroda
minima dmayboroda
24
236
mpl-2.0
7
On-premises conversational RAG with configurable containers
ai mcp claude docker ollama langchain custom-gpts huggingface docker-compose sentence-transformers model-context-protocol
Created 2024-11-02
41 commits to main branch, last one a day ago
davidberenstein1957
classy-classification davidberenstein1957
15
211
mit
6
This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-shot classification with Huggingface.
nlp nlu spacy hacktoberfest machine-learning text-classification sentence-transformers few-shot-classifcation natural-language-processing
Created 2022-02-21
116 commits to main branch, last one 24 days ago
yuanzhoulvpi2017
quick_sentence_transformers yuanzhoulvpi2017
30
162
mit
3
sentence-transformers to onnx 让sbert模型推理效率更快
bert pytorch transformer transformers sentence-transformers
Created 2022-02-23
32 commits to main branch, last one 2 years ago
davidberenstein1957
fast-sentence-transformers davidberenstein1957
10
140
mit
5
Simply, faster, sentence-transformers
nlp onnx embeddings hacktoberfest sentence-transformers
Created 2022-04-20
60 commits to main branch, last one 3 months ago
limcheekin
open-text-embeddings limcheekin
19
136
mit
5
Open Source Text Embedding Models with OpenAI Compatible API
openai python fastapi langchain aws-lambda embeddings opensource huggingface text-embeddings langchain-python serverless-framework sentence-transformers universal-sentence-encoder
Created 2023-07-08
119 commits to main branch, last one 5 months ago
cpcdoy
rust-sbert cpcdoy
12
109
apache-2.0
4
Rust port of sentence-transformers (https://github.com/UKPLab/sentence-transformers)
nlp bert rust sbert rust-sbert sentence-bert sentence-embeddings sentence-transformers
Created 2020-04-19
70 commits to master branch, last one 3 months ago
MartinoMensio
spacy-sentence-bert MartinoMensio
7
106
mit
4
Sentence transformers models for SpaCy
nlp bert spacy models sentence-bert sentence-transformers
Created 2020-07-24
17 commits to master branch, last one about a year ago
dell-research-harvard
linktransformer dell-research-harvard
10
106
gpl-3.0
6
A convenient way to link, deduplicate, aggregate and cluster data(frames) in Python using deep learning
nlp python transformers deep-learning record-linkage entity-matching entity-resolution sentence-transformers huggingface-transformers
Created 2023-08-01
118 commits to main branch, last one 6 months ago
DebarshiChanda
Amazon-ML-Challenge2021 DebarshiChanda
10
88
mit
2
Scripts and Approach for Amazon ML Challenge
knn nlp bert gpt-2 mpnet xlnet amazon roberta huggingface transformers similarity-search text-classification sentence-transformers
Created 2021-08-07
12 commits to main branch, last one 3 years ago
nikolamilosevic86
local-genAI-search nikolamilosevic86
31
87
gpl-3.0
6
Local-GenAI-Search is a generative search engine based on Llama 3, langchain and qdrant that answers questions based on your local files
local llama3 msmarco python3 langchain generative-ai qdrant-client search-engine sentence-embeddings large-language-models sentence-transformers
Created 2024-05-26
22 commits to main branch, last one 4 months ago
hhzrd
BEFAQ hhzrd
35
70
apache-2.0
3
FAQ-based Question Answering System using BERT
faq dialogue question faq-system sentence-bert dialogue-systems es-elasticsearch question-answering sentence-embeddings sentence-transformers
Created 2020-07-06
83 commits to master branch, last one 2 years ago
flipz357
S3BERT flipz357
5
67
mit
2
Semantically Structured Sentence Embeddings
embeddings explainability explainable-ai sentence-embeddings sentence-transformers
Created 2022-10-10
48 commits to main branch, last one 2 months ago
hppRC
simple-simcse-ja hppRC
4
64
unknown
2
Exploring Japanese SimCSE
simcse pytorch japanese transformers sentence-embeddings sentence-transformers
Created 2022-11-11
23 commits to main branch, last one about a year ago
thesephist
ycvibecheck thesephist
3
61
mit
3
Semantic search across every YC company ever. Vibe check your idea?
oaklang torus-dom y-combinator semantic-search sentence-transformers
Created 2022-04-28
32 commits to main branch, last one about a year ago
99sbr
semantic-search-with-sbert 99sbr
22
58
unknown
2
Build Semantic Search with S-BERT and Fine-tune your model in unsupervised way
nlp transformers sematic-search sentence-transformers
Created 2021-06-04
14 commits to main branch, last one 2 years ago
ycatsh
connor ycatsh
1
56
mit
2
A starting take on a fast and fully local NLP file organizer that organizes files based on their content.
cli gui pyqt6 python file-organizer cosine-similarity sentence-transformers artificial-intelligence latent-dirichlet-allocation natural-language-processing
Created 2024-09-24
51 commits to main branch, last one 22 days ago
thepushkarp
nalcos thepushkarp
8
54
mit
2
Search Git commits in natural language
nlp python commits huggingface commit-search hacktoberfest natural-language information-retrieval sentence-transformers
Created 2021-09-11
82 commits to main branch, last one 4 months ago