Semantic Search with OpenAI Embeddings and Pinecone
Demo link: https://semantic-search.mharrvic.com
You can use this https://public-semantic-search.mharrvic.com/ if you're having authentication issues.
Repo link: https://github.com/mharrvic/semantic-search-openai-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.
Tech Stack
- Next.js
- NextAuth.js
- Prisma
- Tailwind CSS
- tRPC
- Pinecone vector db
- OpenAI Embeddings
- NeonDB serverless postgres db
Demo Video
semantic-search-openai-pinecone.mp4
semantic-search-openai-pinecone-input.mp4
Learn More
Input record
Query
I recommend to watch this youtube video from AssemblyAI to learn more about embeddings.