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The MLnotes Newsletter
Boost Your RAG Systems with Semantic Caching

Boost Your RAG Systems with Semantic Caching

Angelina Yang's avatar
Mehdi Allahyari's avatar
Angelina Yang
and
Mehdi Allahyari
Apr 04, 2024
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The MLnotes Newsletter
The MLnotes Newsletter
Boost Your RAG Systems with Semantic Caching
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For retrieval-augmented generation (RAG) AI applications, semantic caching offers a powerful optimization to handle repetitive user queries efficiently. This technique involves storing embeddings of previously asked questions along with their answers in a high-speed cache.

How Semantic Caching Works

Instead of following the full RAG pipeline for every que…

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