menu
techminis

A naukri.com initiative

google-web-stories
Home

>

Cloud News

>

Building a...
source image

Dev

2M

read

36

img
dot

Image Credit: Dev

Building a RAG with Supabase Vector & OpenAI

  • Retrieval-Augmented Generation (RAG) combines a large language model (LLM) with a knowledge retriever, improving accuracy and contextual understanding.
  • To build an image-based RAG, the image is uploaded and stored in Supabase Storage, and a description is generated using Azure OpenAI.
  • The description is converted into vector embeddings for search functionality using Azure OpenAI, and the embeddings are saved in Supabase Vector.
  • A user-friendly interface can be added using Streamlit to make the RAG system more accessible.

Read Full Article

like

2 Likes

For uninterrupted reading, download the app