This app enables AI-powered search for Tim Ferris podcast.
Transcripts here - https://tim.blog/category/the-tim-ferriss-show-transcripts/
All steps outlined in -
scripts/make_index.ipynb
TO DO: Add 1-151 -
https://tim.blog/2018/09/20/all-transcripts-from-the-tim-ferriss-show/?utm_source=redirect&utm_medium=redirect&utm_campaign=redirect
Use Langchain VectorDBQAChain
to -
- Embed the user query
- Perform similarity search on Pinecone embeddings
- Synthesize the answer from relevant chunks with
GPT 3.5
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.
Thanks to Mckay Wrigley for open-sourcing his UI.
Thanks to Tim Ferris for the excellent podcast and transcripts.
yarn dev
If you have any questions, feel free to reach out to me on Twitter!