v1.2.0

Added:

• ModalityFusionWithAttention: New module to fuse text, numerical, categorical, temporal, metadata, and graph features using attention.
• EmbeddingPrecomputeWorker: Background worker for periodic precomputation and caching of item embeddings.

Changed:

• Updated ContentEncoder and _compute_embedding in the RecommendationEngine to work with the new fused modality features (input dimension reduced to 256).
• Adjusted model initialization, training routines, and optimizer settings to reflect the new architecture.
• Added minor clarification on Plex URL

v1.1.0

New Features:

• Added Plex integration with toggle-able features:

  • Watch History import option
  • Ratings import option

• Database Changes:

  • Added plex_metadata table for storing:
    • Plex ratings (1-10 scale)
    • Watch progress
    • Last updated timestamps
      Note: This does not break v1.0.0 databases

Simply check whatever box you want and hit the import button. It will take care of the rest. Re-import anytime you want to feed it new data.

v1.0.0

First major release!

Please note, this is a breaking release. This means, if you have a prior database, it is not compatible.

Added

• Database connection pooling and write locking mechanisms
• Asynchronous API clients for TVDB and TMDB with retry logic
• Metadata scanner with multi-source fallback strategy
• Genre preference tracking and user feedback system
• Advanced database indices for performance optimization
• Connection pooling in APIClient with HTTP adapter configuration
• TVDB artwork and translation fetching capabilities
• TMDB list management features (create/update/delete lists)
• Database statistics tracking and maintenance utilities
• Theme support with dark mode styling
• Thread-safe database operations with context managers

Changed

• Refactored database layer to singleton pattern
• Improved error handling in database operations
• Enhanced TVDB series data fetching with extended metadata
• Updated TMDB client to use async/await pattern
• Modified scanner to use Plex GUIDs for ID extraction
• Improved database schema with additional media attributes
• Optimized SQL queries with proper indexing
• Restructured network layer for better async support
• Enhanced metadata processing with sanitization methods

Fixed

• TVDB ID extraction from Plex GUIDs
• Connection leak in async sessions
• Race conditions in database write operations
• Memory management in embedding cache
• Session cleanup during application shutdown
• Error handling in metadata fallback logic
• Date parsing inconsistencies across sources
• Concurrent access issues in scanner thread
• Database lock acquisition timeouts

Removed

• Redundant synchronous API methods
• Duplicate media item checks before insertion
• Unused legacy configuration parameters
• Deprecated XML-based API endpoints
• Redundant genre normalization code

Security

• Added request signing for TMDB API calls
• Implemented proper token invalidation
• Secured database connections with WAL mode
• Added input sanitization for SQL queries
• Implemented rate limiting in API clients

0.4.1

Bugfixes:

• Build fix for compiled versions where NLTK data was getting stuck
• Fixed mismatched positional
• Fixed init order for db getting hung on blocked items
• Added weight decay for missing optimization
• Duplicate catch in method
• Various cleanup and stability improvements

0.4.0

New Features:

• Added add to collection functionality
  • Movies tab now has an add to collection button that will add the item to a collection.
  • You can configure the name of the collection in the config tab.

Note: The collection will be created and added to, in the library the item resides in. Due to how Plex works, I can't get items to go cross libraries into a single collection. So if you have items from 12 libraries and add movies to collections for 100 items, you may end up with a collection in each library. Annoying, but to my knowledge, nothing I can do. If you only have 1 movie library, you can ignore this note :)

0.3.0

New Features:

• Added watchlist functionality
  • Movies and Shows tabs now have an add to watchlist button that will add the item to your watchlist (whichever account the Plex Token belongs to, multi-user support is on the list, but has some complexities)
  • The config tab has a clear watchlist button, which obviously clears your watchlist on Plex.

0.2.0

New Features:

• Added skip and block functions.
  • Skip prevents the item from being shown for 2 hours.
  • Block prevents the item from being shown again, unless you select reset block items, which resets all blocked item flags.
• Created various functions to make sure that recommendations are shown without having to reset the program
• Added help links to config tab for where to get API keys and Token

Bugs:

• Raw JSON leakage in genre tags for shows
• Mismatch on input shapes when graph calculations completed
• Reset where rankings buttons were situated
• Various performance and tweaks.

v0.1.0

Initial compile and release. Please post issues if you run into any!