magnitude
codequestion
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| magnitude | codequestion | |
|---|---|---|
| 5 | 15 | |
| 1,611 | 509 | |
| 0.0% | 2.0% | |
| 0.0 | 5.5 | |
| 9 months ago | 7 months 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
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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.
codequestion
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Introducing the Overflow Offline project
GitHub | Article
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The Overflow Offline Project – Stack Overflow Blog
There was a recent HN Post for codequestion which builds an offline semantic index on the Stack Overflow dumps on archive.org - https://news.ycombinator.com/item?id=33110219
GitHub: https://github.com/neuml/codequestion
Article: https://medium.com/neuml/find-answers-with-codequestion-2-0-...
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[P] Stack Overflow Semantic Search
Release Announcement - https://medium.com/neuml/find-answers-with-codequestion-2-0-50b2cfd8c8fe Release Notes - https://github.com/neuml/codequestion/releases/tag/v2.0.0 GitHub - https://github.com/neuml/codequestion
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Semantic search of Stack Overflow with codequestion
Release Announcement - https://medium.com/neuml/find-answers-with-codequestion-2-0-50b2cfd8c8fe Release Notes - https://github.com/neuml/codequestion/releases/tag/v2.0.0
- Show HN: Semantic search of Stack Overflow with codequestion
What are some alternatives?
flashtext - Extract Keywords from sentence or Replace keywords in sentences.
txtai - 💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
faiss - A library for efficient similarity search and clustering of dense vectors.
sentence-transformers - Multilingual Sentence & Image Embeddings with BERT
pgvector - Open-source vector similarity search for Postgres
tldrstory - 📊 Semantic search for headlines and story text
finalfusion-rust - finalfusion embeddings in Rust
tika-python - Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
Milvus - A cloud-native vector database, storage for next generation AI applications
paperai - 📄 🤖 Semantic search and workflows for medical/scientific papers
freeCodeCamp - freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.