relevanceai
vector-search
| relevanceai | vector-search | |
|---|---|---|
| 1 | 7 | |
| 99 | 247 | |
| - | - | |
| 6.4 | 3.2 | |
| 3 months ago | 10 months ago | |
| Python | Jupyter Notebook | |
| 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.
relevanceai
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Launch a beautiful projector in under 10 lines of code!
🌋 You can view our github repository here!
vector-search
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Evaluate Vector Database / Benchmarks?
i started doing this at http://vectorsearch.dev but it could use some love.
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It’s the best time to travel with recurring income using A.I. anybody want help?
this isn't keyword search it's vector search. learn more here: https://vectorsearch.dev/
- Show HN: Vector Search Engine 101
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Ask HN: Books about full text search
series of tutorials and comparisons that aim to teach a foundations about vector search: https://vectorsearch.dev/
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How do I train a model to score sentences? (i.e. with BERT)
sounds like how vector search engines work, you convert a corpus into embeddings then search and the results are ordered by relevance score. i’m building a series of tutorials here: http://vectorsearch.dev
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Algolia Acquires Search.io
working on a comparison table: https://github.com/esteininger/vector-search/tree/master/fou...
What are some alternatives?
dedupe - :id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.
Typesense - Open Source alternative to Algolia + Pinecone and an Easier-to-Use alternative to ElasticSearch ⚡ 🔍 ✨ Fast, typo tolerant, in-memory fuzzy Search Engine for building delightful search experiences
umap-sharp - C# library for fast embeddings projection using Uniform Manifold Approximation and Projection
nimsearch - A nascent tutorial/intro to search engine ideas in Nim
CodeSearchNet - Datasets, tools, and benchmarks for representation learning of code.
vector-db-benchmark - Framework for benchmarking vector search engines
deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
SearchGar - SearchGar - An actual Search Engine made using Python
embedditor - ⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation with one click, add images, and download in .veml to share it with your team.
ann-benchmarks - Benchmarks of approximate nearest neighbor libraries in Python
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.
rum - RUM access method - inverted index with additional information in posting lists