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Building upon topic lists, the system then requests detailed notes about specific subjects. For a targeted exploration—say, "AI Ethics"—the AI provides comprehensive summaries or insights related to that topic, integrating relevant details from the transcript.
Building a Hierarchical Insight System
The real innovation lies in combining these processes into a multi-step pipeline:
Segment the transcript into chunks manageable by AI models.
Extract a list of topics from each chunk.
Generate detailed notes for each topic, aiming for a thorough, narrative style.
Aggregate and save these insights in structured JSON files, facilitating easy navigation and further analysis.