This app enables AI-powered search for the ALL IN podcast.
App is here: https://besties-gpt.fly.dev
Use whisper to generate transcripts with all steps outlined in -
scripts/make_index.ipynb
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 to Fly.io: fly launch
Thanks to Mckay Wrigley for open-sourcing his UI.
Thanks to All IN for the excellent podcast.
yarn dev
If you have any questions, feel free to reach out to me on Twitter!