Part 4/6:
David uses a few-shot prompting technique, providing two example summaries with timestamps and titles, enabling the AI to produce similar summaries consistently. The process involves:
Splitting the transcript into manageable chunks based on double new lines in the
.sbvfile — recognizing that each segment is separated by a double newline.Processing these chunks in batches (e.g., 20 segments per batch).
Feeding each batch into the prompt to generate summarized chapter titles with timestamps.
After processing, the generated chapters are formatted neatly and ready to be inserted into the YouTube video description.
Quick and Efficient Chapter Creation
Once the summaries are generated, users simply:
- Copy and paste the formatted chapter list into the video description.