youtube_find_in_video
Locate exact timestamps in long videos where a specific topic is discussed via hybrid semantic search. Get deep-link URLs, relevance scores, and spoken quotes for the most relevant 2-3 minute segments.
Instructions
Pinpoint exact sections and timestamps in a long video where a specific topic or concept is discussed. Uses in-process Hybrid RRF (FastEmbed ONNX dense vectors + BM25 lexical search) to locate the most relevant 2-3 minute chunks. Returns deep-link timestamp URLs (e.g. ?t=842s), relevance scores, chapter context, and exact spoken quotes. PREFERRED over reading full transcripts for videos longer than 10 minutes.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | The specific question, topic, or concept to find inside the video | |
| language | No | Transcript language code | en |
| video_id | Yes | 11-character YouTube video ID or full YouTube URL | |
| max_results | No | Number of relevant sections to retrieve (1-10) |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||