youtube-analytics-unwrap

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natural-search

Call search(<natural language query>) to retrieve a list of YouTube video IDs related to the subject matter, slightly filtered by the Agent.

Environment Vars

Place a .env file under the natural-search dir with both SUBSCRIPTION_KEY (Unwrapathon) & YOUTUBE_API_KEY.

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db

Run python db.py to init the db (under the db dir).

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Dependency Note:

MCP is downloaded by running pip install "mcp[cli]" ... Weird, but necessary.

Note About Accuracy:

The higher the number of videos/comments you scrape, the more accurate the categorization will be. The lower the batch size you use for categorization, the more accurate the categorization will be. Both for a cost of course.