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vectordb reviews and mentions
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VectorDB: Vector Database Built by Kagi Search
We needed a low latency, on premise solution that we can run on edge nodes (so lightweight) with sane defaults that anyone in the team can whim in a sec.
Result is this and we constantly benchmark performance of different embeddings to ensure best defaults.
[1] https://github.com/kagisearch/vectordb#embeddings-performanc...
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Embeddings: What they are and why they matter
If you are looking for lightweight, low- latency, fully local, end-to-end solution (chunking, embedding, storage and vector search), try vectordb [1]
Just spent a day updating it with latest benchmarks for text embedding models.
[1] https://github.com/kagisearch/vectordb
Stats
kagisearch/vectordb is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of vectordb is Python.
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