> ## Documentation Index
> Fetch the complete documentation index at: https://docs.lancedb.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Large scale vector search (1.5B)

> Semantic search over 1.5B+ FineWeb EDU embeddings.

vector-searcheducationbge-embeddings

> [card] [Large Scale Vector Search (1.5B)](https://lancedb-demos.vercel.app/demo/fineweb-edu-search)
>
> Semantic search over curated FineWeb EDU pages, represented as 1.5B+ BGE embeddings. Inspect the
> query plan to see how LanceDB serves vector search at billion scale.


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