feat : add event recommendation system#46
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Ibinola merged 2 commits intoLead-Studios:mainfrom Oct 5, 2025
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@Chesblaw resolve conflicts |
BigBen-7
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Oct 3, 2025
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Hey@BigBen-7 i think someone merged it |
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Description
A prototype recommendation engine suggests events based on past user purchases. It uses a straightforward collaborative filtering approach.
A new FastAPI endpoint, /recommend-events, has been added. This includes the relevant request and response models, as well as test cases.
Changes made
Added a mocked dataset called mock_user_events that shows users and their purchased events.
Implemented a collaborative filtering algorithm.
This algorithm finds similar users based on event overlap.
It recommends up to three events that the current user has not yet attended.
Created a new endpoint:
POST /recommend-events
Request: {"user_id": ""}
Response: {"recommendations": ["event1", "event2", ...]}
Added error handling.
It returns a 404 error with a JSON body if the user is not found.
Added unit tests in tests/test_recommend.py.