Semantic Search with OpenAI Embeddings and Pinecone

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December 30, 2022 • 19 views

Semantic Search with OpenAI Embeddings and Pinecone

This is a demo app that shows how to use OpenAI Embeddings and Pinecone vector database to build a semantic search engine. Based on https://docs.pinecone.io/docs/semantic-text-search. You can run explore this freely using the free tier of Pinecone and OpenAI.

Demo link: semantic-search.mharrvic.com Repo link: https://github.com/mharrvic/semantic-search-openai-pinecone

Tech Stack

Next.js
NextAuth.js
Prisma
Tailwind CSS
tRPC
Pinecone vector db
OpenAI Embeddings
NeonDB serverless postgres db

Learn More

I recommend to watch this youtube video from AssemblyAI to learn more about embeddings.

Semantic Search with OpenAI Embeddings and Pinecone

Tech Stack

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