Vector Database

In the context of LLMs, vector is an array of numbers. This represents a point in a n-dimensional space - where n is the length of the array.

A database specifically to store such vectors is a vector database.

Useful in LLM related tasks - like RAG.

Example: Chroma, Pinecone

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Rag Retrieval Augmented Generation

If you want to use LLMs with your own data, you can do it using RAG. You'll have to create a RAG Pipeline... Steps in RAG Pipeline RAG Pipeline.excalidraw Extract data from the documents This can be easier for text/markdow

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Published on: Jun 23, 2024

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