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Personal movie and TV recommendation engine built on a local copy of TMDB: content similarity, collaborative filtering and a learned ranker.

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nextwatch

A personal movie and TV recommendation engine. It keeps a local copy of TMDB's catalogue and ranks titles with content similarity, collaborative filtering and a learned ranker.

It is a work in progress. The design is in docs/plans/, and AGENTS.md has the commands and the status of each part.

Quick start

cp .env.example .env          # set TMDB_API_TOKEN
docker compose up -d --wait
uv sync
uv run nextwatch migrate
uv run nextwatch backfill

Attribution

This product uses the TMDB API but is not endorsed or certified by TMDB.

Licence

MIT

About

Personal movie and TV recommendation engine built on a local copy of TMDB: content similarity, collaborative filtering and a learned ranker.

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