Feature/black and isort
* black and isort constants
* black and isort codes
* black and isort crosswalks
* black and isort investment
* black and isort prompts
* isort testbed
* isort tracking
* black and isort utils
* poetry and black tests
Approved-by: Katon Minhas
Bugfix/too many files
* Implement caching for field data loading to optimize performance and prevent "too many open files" errors
* Documentation
* isort
* fix breaking test to clear cache and ensure mock data is actually being used
* Merge remote-tracking branch 'origin/main' into bugfix/too-many-files
* Implement thread-safe vectorstore caching and cleanup in field context extraction
* Refactor imports in smart_chunking_funcs.py for clarity and organization
* Update module docstring in smart_chunking_funcs.py
* Fix mypy errors
* Fix variable naming and error handling in run_smart_chunked_fields function
* Reorganize imports and enhance module documentation for clarity
* Add logging for error handling in field_context function
Approved-by: Katon Minhas
Bugfix/dynamic primary issues
* Update get prompt for direct valid value setting
* prep for merge
* Merge branch 'main' into bugfix/dynamic-primary-issues
* Remove test
* Update unit tests with real constants object
* Ready for review
* direct replace {valid_values}
Approved-by: Alex Galarce
Bugfix/dynamic primary issues
* Refactor TRIGGER_CAP special case configuration to utilize only trigger cap questions for two-stage processing
* Refactor get_special_cases to improve handling of N/A responses and merge methodology results with special case results
* Fix field type in get_special_cases for fee schedule breakout configuration
* Create fieldset.py - refactor
* Fix placeholders
* string concatenate new questions
* Update trigger cap questions output format
* Update TRIGGER_CAP_THRESHOLD_AMT prompt for clarity and specificity in reimbursement methodology
* Update constants class
* Update Field class
* Resolve constants passing
* Update field class - change Null criteria
* Add default
* Enhance documentation for get_special_cases function with detailed processing flow and architecture decisions
* Enhance get_special_cases and run_trigger_cap_breakout functions with detailed docstrings for clarity on processing methodologies
* Update constants passing
* Fix questions
* Update fs and mb questions"
* pass constanst correctly for dynamic
* Merge branch 'feature/trigger_cap_breakout' into bugfix/dynamic-primary-issues
* update constants
* only add questions if present
* ensure answer is a valid special_case
* Fix unit tests
* Remove test file
Approved-by: Alex Galarce
Refactor/one time io
* Delete client work
* Streamline imports
* Fix list class
* Update tests
* Clear code funcs test
* Fix unit tests
* Single read code funcs
* Single-read model
* Single-load embeddings
* Successful E2E test
* update unit tests
* Update importsg
* Reload poetry.lock
* remove old exhibit header function
* Remove aarete_derived generic function
* remove align and format tables
* Remove strings to dict
* references
* Clear code
* Move preprocessing_funcs
* remove keywords
* refactor postprocessing_funcs
* Pass unit test - remove qa_qc directory
* Black and isort
* remove print
Approved-by: Alex Galarce
Alex Galarce