pyRDF2Vec
magnitude
| pyRDF2Vec | magnitude | |
|---|---|---|
| 1 | 5 | |
| 240 | 1,611 | |
| 0.8% | 0.1% | |
| 2.9 | 0.0 | |
| 11 days ago | 9 months ago | |
| Python | Python | |
| MIT License | MIT License |
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.
pyRDF2Vec
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[P] pyRDF2Vec 0.2.0 is out!
This release is packed with many new features and optimizations under the hood. An entire overview of what's new can be found in our CHANGELOG (https://github.com/IBCNServices/pyRDF2Vec/releases/tag/0.2.0). An overview of some major updates:
magnitude
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Text Classification Library for a Quick Baseline
(3) FastText now supports multiple languages [2].
[1] https://github.com/plasticityai/magnitude#pre-converted-magn...
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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.
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Build an Embeddings index from a data source
General language models from pymagnitude
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Tutorial series on txtai
Backed by the pymagnitude library. Pre-trained word vectors can be installed from the referenced link.
What are some alternatives?
text-summarizer - Python Framework for Extractive Text Summarization
flashtext - Extract Keywords from sentence or Replace keywords in sentences.
gensim - Topic Modelling for Humans
faiss - A library for efficient similarity search and clustering of dense vectors.
scattertext - Beautiful visualizations of how language differs among document types.
pgvector - Open-source vector similarity search for Postgres
jRDF2Vec - A high-performance Java Implementation of RDF2Vec
finalfusion-rust - finalfusion embeddings in Rust
hub - A library for transfer learning by reusing parts of TensorFlow models.
Milvus - A cloud-native vector database, storage for next generation AI applications
YassQueenDB - Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows