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Create Search Across Podcasts and Timestamps #64

@kavaivaleri

Description

@kavaivaleri

Develop a unified search interface that allows users to find topics, subtopics, and specific timestamp segments across all podcast episodes.

This feature will act like a semantic index of the podcast library — helping users discover exactly where a topic (e.g., open source, career transitions, MLOps tools) is discussed and in which episode.

Each result should display:

  • Episode title OR Timestamp segment title+Timecode

Goal

Make it possible for visitors to:

  • Search for any topic (e.g., RAG, ML deployment, feature stores, open source contribution)
  • Instantly find relevant discussions across multiple episodes
  • Jump straight to the timestamped segment within that episode

Related issues: #61, #63, #64

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