mirror of
https://github.com/lancedb/lancedb.git
synced 2026-10-20 18:52:28 +00:00
Brendan Clement
198812fd53
The existing docs have 254 findings from our shared Vale rules. Contributors would otherwise inherit these when editing the same lines. Clean up the prose across 80 pages: correct product names and a repeated word, simplify a few phrases, and replace dashes with punctuation that fits each sentence. The pinned Vale scan now reports zero findings, with no suppressions.
24 lines
996 B
Plaintext
24 lines
996 B
Plaintext
---
|
|
title: "Matryoshka embeddings"
|
|
sidebarTitle: "Matryoshka Embeddings"
|
|
description: "Nested, variable-size embeddings with LanceDB and LlamaIndex."
|
|
---
|
|
|
|
A RAG pipeline built on Matryoshka embeddings with LlamaIndex. The embeddings
|
|
nest, so one model serves several dimensionalities: store the full vector and
|
|
retrieve with a truncated one when the cheaper comparison is good enough.
|
|
|
|
<Note>
|
|
This example is a runnable notebook in the
|
|
[vectordb-recipes](https://github.com/lancedb/vectordb-recipes) repository rather than a page here.
|
|
</Note>
|
|
|
|
<CardGroup cols={2}>
|
|
<Card title="Open in Colab" icon="google" href="https://colab.research.google.com/github/lancedb/vectordb-recipes/blob/main/tutorials/RAG-with_MatryoshkaEmbed-Llamaindex/main.ipynb">
|
|
Run it end to end in the browser.
|
|
</Card>
|
|
<Card title="View on GitHub" icon="github" href="https://github.com/lancedb/vectordb-recipes/tree/main/tutorials/RAG-with_MatryoshkaEmbed-Llamaindex">
|
|
Read the source.
|
|
</Card>
|
|
</CardGroup>
|