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These are the most commonly shared answers to this query:
If you want to track what you own without the technical setup of a server, use dedicated cataloging apps. Dropbox vs. Google Drive: Which is right for you?
Use Infuse . It is the gold standard. It connects to Google Drive, plays any codec (even giant 4K REMUX files), and downloads subtitles automatically. It costs a few dollars a year, but it is worth every penny.
After pulling metadata, use a simple cosine similarity on genre vectors or a small LLM (Gemini API) to suggest: “Because you watched The Matrix , try Dark City .”
The "best" system depends on whether you want a polished streaming service feel or a highly customizable, open-source setup. Gdrive STRM files and movies not listing in Library