Develop a unified search interface that lets users search across all podcast episodes and find where any topic, subtopic, or specific timestamp segment is discussed.
This feature should serve as a semantic index of the entire podcast library.
Users should be able to type queries like “RAG,” “career transitions,” “open-source contribution,” or “feature stores” and immediately see relevant episode-level or timestamp-level hits.
Each search result should show:
- the episode title, or
- the timestamp segment title + timecode, and include a direct link to jump to that exact moment in the episode.
The goal is to help visitors quickly discover exactly where ideas, tools, or discussions appear across the archive.