Video RAG for Searchable Long-Form Content

Make long videos searchable by turning transcripts and segments into a retrieval-powered Q&A experience.

Categories

Tech Used

Problem

Finding specific information in lectures, meetings, or long recordings is time-consuming when users must scrub through the full video manually.

Approach

• Extracted transcripts and organized video content into semantically meaningful segments
• Indexed segment-level text with embeddings to support accurate retrieval
• Generated answers from the most relevant retrieved moments instead of the full recording

Results

• Searchable video knowledge base for long-form content
• Faster access to relevant moments and answers inside recordings