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The Top 23 Embeddings Open Source Projects

Open source projects categorized as Embeddings
Categories > Machine Learning > Embeddings
Supabase ⭐ 62,208
The open source Firebase alternative.
dependent packages 2total releases 36most recent commit 3 months agonpm @supabase/code-snippets} Downloads
Gradio ⭐ 25,823
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
dependent packages 229total releases 534most recent commit 3 months agopypi gradio} Downloads
Langchain Chatchat ⭐ 21,633
Langchain-Chatchat（原Langchain-ChatGLM）基于 Langchain 与 ChatGLM 等语言模型的本地知识库问答 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM) QA app with langchain
total releases 12most recent commit 3 months ago
Sentence Transformers ⭐ 12,951
Multilingual Sentence & Image Embeddings with BERT
dependent packages 593total releases 43most recent commit 3 months agopypi sentence-transformers} Downloads
Chinese Word Vectors ⭐ 11,230
100+ Chinese Word Vectors 上百种预训练中文词向量
most recent commit 6 months ago
Paddlenlp ⭐ 10,908
👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.
dependent packages 19total releases 87most recent commit 3 months agopypi paddlenlp} Downloads
Chroma ⭐ 10,682
the AI-native open-source embedding database
dependent packages 175total releases 56most recent commit 3 months agopypi chromadb} Downloads
H2ogpt ⭐ 9,542
Private Q&A and summarization of documents+images or chat with local GPT, 100% private, Apache 2.0. Supports Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/
most recent commit 3 months ago
Nlp_course ⭐ 9,139
YSDA course in Natural Language Processing
most recent commit 3 months ago
Flutter Desktop Embedding ⭐ 7,088
Experimental plugins for Flutter for Desktop
dependent packages 8total releases 24most recent commit a year ago
Txtai ⭐ 6,143
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
dependent packages 9total releases 35most recent commit 3 months agopypi txtai} Downloads
Pytorch Metric Learning ⭐ 5,734
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
dependent packages 19total releases 207most recent commit 24 days agopypi pytorch-metric-learning} Downloads
Postgresml ⭐ 5,135
The GPU-powered AI application database. Get your app to market faster using the simplicity of SQL and the latest NLP, ML + LLM models.
dependent packages 1total releases 23most recent commit 3 months agopypi pgml} Downloads
Generative Ai ⭐ 4,453
Sample code and notebooks for Generative AI on Google Cloud
most recent commit 3 months ago
Mygptreader ⭐ 4,267
A community-driven way to read and chat with AI bots - powered by chatGPT.
most recent commit 5 months ago
Pytorch Sentiment Analysis ⭐ 4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
most recent commit 3 months ago
Text2vec ⭐ 3,610
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-
dependent packages 4total releases 35most recent commit 4 months agopypi text2vec} Downloads
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134most recent commit 3 months agopypi spark-nlp} Downloads
Laser ⭐ 3,460
Language-Agnostic SEntence Representations
total releases 1most recent commit 5 months ago
Hub ⭐ 3,420
A library for transfer learning by reusing parts of TensorFlow models.
dependent packages 180total releases 18most recent commit 3 months agopypi tensorflow-hub} Downloads
Pytorch Biggraph ⭐ 3,326
Generate embeddings from large-scale graph-structured data.
dependent packages 1total releases 4most recent commit 4 months agopypi torchbiggraph} Downloads
Keybert ⭐ 3,047
Minimal keyword extraction with BERT
dependent packages 18total releases 16most recent commit 3 months agopypi keybert} Downloads
Lance ⭐ 3,003
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..
dependent packages 11total releases 108most recent commit 3 months agopypi pylance} Downloads
The 10 Most Depended On Embeddings Open Source Projects
Sentence Transformers ⭐ 12,951
Multilingual Sentence & Image Embeddings with BERT
dependent packages 593total releases 43latest release June 26, 2022most recent commit 3 months agopypi sentence-transformers} Downloads
Gradio ⭐ 25,823
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
dependent packages 229total releases 534latest release December 05, 2023most recent commit 3 months agopypi gradio} Downloads
Hub ⭐ 3,420
A library for transfer learning by reusing parts of TensorFlow models.
dependent packages 180total releases 18latest release October 06, 2023most recent commit 3 months agopypi tensorflow-hub} Downloads
Chroma ⭐ 10,682
the AI-native open-source embedding database
dependent packages 175total releases 56latest release November 21, 2023most recent commit 3 months agopypi chromadb} Downloads
Bpemb ⭐ 1,068
Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)
dependent packages 86total releases 13latest release September 23, 2022most recent commit 2 years agopypi bpemb} Downloads
Whatlies ⭐ 462
Toolkit to help understand "what lies" in word embeddings. Also benchmarking!
dependent packages 73total releases 44latest release May 27, 2022most recent commit a year agopypi whatlies} Downloads
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134latest release December 08, 2023most recent commit 3 months agopypi spark-nlp} Downloads
The 10 Latest Releases In Embeddings Open Source Projects
Chatgptnet ⭐ 258
A ChatGPT integration library for .NET, supporting both OpenAI and Azure OpenAI Service
total releases 39latest release December 11, 2023most recent commit 3 months ago
Modelfusion ⭐ 712
The TypeScript library for building AI applications.
dependent packages 7total releases 111latest release December 10, 2023most recent commit 3 months agonpm modelfusion} Downloads
Spark Nlp ⭐ 3,578
State of the Art Natural Language Processing
dependent packages 30total releases 134latest release December 08, 2023most recent commit 3 months agopypi spark-nlp} Downloads
Featureform ⭐ 1,670
The Virtual Feature Store. Turn your existing data infrastructure into a feature store.
total releases 132latest release December 07, 2023most recent commit 16 days ago
Gradio ⭐ 25,823
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
dependent packages 229total releases 534latest release December 05, 2023most recent commit 3 months agopypi gradio} Downloads
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