feat: Implement unified model management, centralized constants, and error handling for AI medical extraction services.

Revert "feat: Establish AI medical extraction service with performance optimizations, unified model management, and detailed Hugging Face Spaces deployment guides."

feat: Establish AI medical extraction service with performance optimizations, unified model management, and detailed Hugging Face Spaces deployment guides.

Update binary cache files and enhance dynamic cache handling in model generation. Refactor `routes_fastapi.py` to simplify model type determination and improve clarity in the unified model manager. Add support for dynamic cache detection in OpenVINO models to optimize performance during single generations.

Update .gitignore to include additional files and directories for macOS, Linux, and application-specific configurations. Modify .huggingface.yaml to enhance Docker build settings and hardware requirements. Refactor app.py to remove legacy code and improve error handling. Remove deprecated files related to comprehensive streaming fixes, deployment scripts, and optimized Docker configurations. Update Dockerfile.prod to extend Gunicorn timeout for better performance. Enhance health endpoints and model management with improved logging and error handling. Consolidate routes and simplify architecture for better maintainability.

`Update dependencies and model loading for AI service`

`Refactor import logic and add logging in app.py`

✅ Application imports successfully ✅ App instance creates without errors ✅ All agents initialize properly ✅ Routes register correctly ✅ No memory leaks or hanging operations

app.py

import error fix

`Refactor import logic and add logging in app.py`

module not found issue fix

Deployed to Live

Delete old code

Revert "Merge branch 'FT-DEV-17/09/2025'"

no result

`Added support for seq2seq models in ai_med_extract/app.py and updated routes.py to handle seq2seq models. Updated .huggingface.yaml to include app.py. Updated various .pyc files due to changes in the codebase.`

`Removed all files in the ai_med_extract directory` changed the file structure

chunking

summary consistancy