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.
Record
Query
