# YouTube knowledge and Slack agent

> A searchable knowledge workflow that turns approved video transcripts into answers inside a team channel.

**Category:** KNOWLEDGE AUTOMATION

## Challenge

Useful information in long-form video was difficult for team members to retrieve at the point of need.

## System

1. Ingest video transcripts
2. Prepare searchable knowledge
3. Retrieve relevant passages
4. Answer in Slack with context

## Tools and methods

- YouTube
- Embeddings
- Vector search
- Slack

## Documented outcome

The system demonstrates a practical route from unstructured media to accessible internal knowledge.

## Full case study

The full presentation document is available through the secure request form on the [HTML case-study page](https://hassansuhail.com/work/youtube-knowledge-agent). The download link is emailed and expires after 30 minutes.