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Updated Backend Ideas List (markdown)
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- This would be streamed the document, eventually return the content and an optional archive file
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- Is time consuming, so might need celery/huey/task queue there? And a database?
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- fastapi could easily set this up, if there is no need for a database.
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- Could use Redis/Valkey streams to manage state and show progress without a database
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### External Machine Learning
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### Blockers
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- Would need to implement Token based authentication
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- Could track, with some resolution, when a token was last used. Might be nice to display
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- Could track, with some resolution, when a token was last used. Might be nice to display and allow removing old tokens which haven't been used
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- Could implement expiration too
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- Async pagination isn't working quite yet
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- Async pagination isn't working quite yet
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## Vector Embeddings
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- This would require either a new database or everyone to use the same database (ala Immich with pgvecto.rs)
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- Would enable semantic search, document similarity search
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- Maybe replacing Whoosh entirely?
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## New Sanity Checker
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- Sanity checker messages are attached to a document
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- Can be dismissed (but still viewed)
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- Visible in the UI somehow
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