Besties-GPT

This app enables AI-powered search for the ALL IN podcast.

App is here: https://besties-gpt.fly.dev

Dataset

Use whisper to generate transcripts with all steps outlined in - scripts/make_index.ipynb

App

Use Langchain VectorDBQAChain to -

• Embed the user query
• Perform similarity search on Pinecone embeddings
• Synthesize the answer from relevant chunks with GPT 3.5 (also benchmark GPT4)

Relevant chunks with metadata (links) are displayed as source documents.

This builds on the excellent UI from https://github.com/mckaywrigley/wait-but-why-gpt.

Deploy

Deploy to Fly.io: fly launch

Credits

Thanks to Mckay Wrigley for open-sourcing his UI.

Thanks to All IN for the excellent podcast.

Local testing

yarn dev

Contact

If you have any questions, feel free to reach out to me on Twitter!