No Code RAG Search for podcasts

Notes for my No Code RAG Search course

Why OutScripts are better than regular transcripts

OutScript = Outline + Transcript

We can create an OutScript by merging an AI generated transcript with an AI generated chapters (created based on the transcript).

It has multiple benefits

  • it can be skimmed as if it were an article
  • all the words in the transcript can be used in the RAG search
  • if implemented inside Discourse, it can also be useful for hyper-relevant search which jumps to the specific minute (location) in the transcript
Use TurboScribe to generate the audio transcript

Use Google Gemini to generate the chapters

Merge the two using my OutScript Generator tool

Paste the OutScript into Discourse

Either all at once into the first post, or one chapter per post