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Update README.md
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bedapudi6788 authored Oct 22, 2024
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Expand Up @@ -11,7 +11,7 @@ pip install --upgrade liteindex[all]
- `number`, `boolean`, `datetime`, `string`, `compressed_string`, `blob`, `json`, `normalized_embedding`, and `other` types are supported and `can be queried upon`
- can store any python objects with varying levels of query-ability
- `Query language is subset of mongodb's`. All queries are documented
- seamless, very fast nearest neighbor search with filtering. a practical wrapper of faiss + sqlite. Approximate nearest neighbor search is not supported. Intended for few million vector search
- seamless, very fast nearest neighbor search with filtering. can order by, filter by as usual with embeddings
- works across threads, processes seamlessly
- handy features like search and update in single query, batch operation support for update, search, del, pop etc ..
- in-place math operations support wherever applicable i.e: += etc can be done in single query optimally
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