Refactor database handling, enhance metrics tracking, and improve UI#10
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… job repository - Replaced direct psycopg2 connection calls with a centralized connect_real_dict function for improved connection management. - Added a new JobRepository interface with in-memory and SQLite implementations for better job tracking in async extract jobs. - Updated various services to utilize the new job repository and handle job states more effectively. - Introduced media encoding utilities for PNG images to streamline data URI generation. - Enhanced question mapping and schema definitions for better integration with the extraction pipeline.
…ce budget checks - Split the content generation process into smaller, private methods for better readability and maintainability. - Introduced `_enforce_budget`, `_select_model`, `_build_messages`, and `_completion_kwargs` methods to encapsulate specific functionalities. - Updated the `generate_content` method to utilize the new modular structure while maintaining existing functionality. - Enhanced error handling and logging for budget enforcement and response processing in the content generation workflow.
…e file handling - Introduced a new `RedisMetricsTracker` class for optional Redis-backed metrics aggregation. - Refactored existing `FileMetricsTracker` and `MemoryMetricsTracker` to improve thread safety and data handling. - Updated `create_metrics_tracker` factory function to support different backend options (file, memory, redis). - Added tests for metrics tracking functionality, ensuring correct behavior across different backends. - Enhanced documentation to clarify architecture and usage of metrics tracking.
…Jax race condition
… redesign, theme fixes
Sanitize UI, improve edit persistence, and refine API handling
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