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My favorite podcast is the All-In Pod, but search and discovery is tough for podcasts. So I built a semantic search index that lets you search across every epi
by transitivebs 4y ago
My favorite podcast is the All-In Pod, but search and discovery is tough for podcasts.
So I built a semantic search index that lets you search across every episode of the pod with Google-level accuracy.
It uses OpenAI's latest ada-2 embedding model and Pinecone to index the embeddings + k-NN search. Wrapped up in a Next.js + Vercel webapp.
The project is designed to work with any YouTube channel / playlist. I'm just using All-In as a demo.
Would love to hear feedback & suggestions.