magnitude
fastlangid
Our great sponsors
| magnitude | fastlangid | |
|---|---|---|
| 5 | 1 | |
| 1,610 | 35 | |
| -0.1% | - | |
| 0.0 | 0.0 | |
| 9 months ago | over 1 year ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
magnitude
-
Text Classification Library for a Quick Baseline
(3) FastText now supports multiple languages [2].
[1] https://github.com/plasticityai/magnitude#pre-converted-magn...
-
Pgvector – vector similarity search for Postgres
Check out Magnitude, we built it to solve that problem: https://github.com/plasticityai/magnitude
It's still loaded from a file, but heavily uses memory-mapping and caching to be speedy and not overload your RAM immediately. And in production scenarios, multiple worker processes can share that memory due to the memory mapping.
Disclaimer: I'm the author.
-
Build an Embeddings index from a data source
General language models from pymagnitude
-
Tutorial series on txtai
Backed by the pymagnitude library. Pre-trained word vectors can be installed from the referenced link.
fastlangid
What are some alternatives?
flashtext - Extract Keywords from sentence or Replace keywords in sentences.
maigret - 🕵️♂️ Collect a dossier on a person by username from thousands of sites
faiss - A library for efficient similarity search and clustering of dense vectors.
OpenCC - Conversion between Traditional and Simplified Chinese
pgvector - Open-source vector similarity search for Postgres
Cantonese - 粤语編程語言.The Cantonese programming language.
finalfusion-rust - finalfusion embeddings in Rust
roc-id - Haskell implementation of the ROC National Identification Number (中華民國身分證號碼) standard.
Milvus - A cloud-native vector database, storage for next generation AI applications
gensim - Topic Modelling for Humans
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
Resume-Matcher - Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.