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Build a Unified Search Interface for Topics, Subtopics & Timestamp Segments #97

@kavaivaleri

Description

@kavaivaleri

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.

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