Merged in DEV (pull request #873)

DEV

* file_processing

* Merge branch 'bugfix/code_implicit' into DEV

* Update split reimb dates condition

* Pipe line general fixes, fixed tests, ran black, and fixed mypy type check issues, still have a list of lists issue with prov other name full

* Merged in feature/update-claim-type (pull request #869)

Feature/update claim type

* Update CLAIM_TYPE_CD extraction to prioritize title/header

- Modified retrieval_question to search for title, header, and agreement name
- Updated prompt to check title/header first before analyzing body text
- Enhanced FULL_CONTEXT_CLAIM_TYPES_ADDITIONAL_INSTRUCTION to emphasize title/header as primary source

* Fix CLAIM_TYPE_CD extraction with 3-step fallback

1. Exhibit Level: Updated retrieval_question and prompt to prioritize title/header
2. Contract Title fallback: Added infer_claim_type_from_title() function that extracts
   claim type from CONTRACT_TITLE when exhibit-level extraction returns empty
3. Postprocessing: fill_claim_type() now uses CONTRACT_TITLE inference when all
   AARETE_DERIVED_CLAIM_TYPE_CD values are empty

Keywords mapped:
- Professional/Ancillary -> M (Physician, Professional, Ancillary, Home Health, DME, etc.)
- Institutional -> H (Hospital, Facility, Surgery Center, SNF, etc.)

* Add more prof…
* Merged in bugfix/code-funcs (pull request #872)

Bugfix/code funcs

* Try-except code extraction

* Additional try-except for protection

* Black format


Approved-by: Praneel Panchigar

* Merged in feature/update-testbed-metrics (pull request #871)

Feature/update testbed metrics

* Combine fee schedule with methodology breakout; remove Reimbursement primary; do not run trigger cap or additions

* Deprecate reimb primary functions

* combine multiple sheets to one

* Clean 1:N metrics

* Improve dynamic primary evaluation

* Resolve dynamic primary

* Update row counts

* black format

* Merged DEV into feature/update-testbed-metrics


Approved-by: Praneel Panchigar

* Merged in feature/adding_contract_admenment_num_pc (pull request #870)

Feature/adding contract admenment num pc

* Updated contract amendment

* Format code with Black

* updated to have letters

* format fixes

* Adjusted unit testing

* Merge remote-tracking branch 'origin/DEV' into feature/adding_contract_admenment_num_pc

* apply formatting

* format fixes

* Merge remote-tracking branch 'origin/DEV' into feature/adding_contract_admenment_num_pc

* test conflicts solved

* Format code with Black

* format fixes

* reverted the changes for prompt templates

* test_case reverted
* Sorted effective date for ranking

* format fix for lint

* Merged DEV into feature/adding_contract_admenment_num_pc

* format

* Merged DEV into feature/adding_contract_admenment_num_pc

* Merged DEV into feature/adding_contract_admenment_num_pc


Approved-by: Siddhant Medar

* Consolidate docs and documentation

* Remove PRD

* Add Essential Plan as a NY Program

* Resolve Comments

* Resolve comments

* Black format

* Resolve remaining comments

* Black format

* Merged in bugfix/fill_claim_type (pull request #874)

Bugfix/fill claim type

* Handle if AARETE_DERIVED_CLAIM_TYPE_CD comes in as list

* add unit tests

* Black format


Approved-by: Siddhant Medar

* Remove print

* Merged in bugfix/parser-downstream-improvements (pull request #875)

Bugfix/parser downstream improvements

* Refactor: Implement field-aware JSON parsers with centralized normalization

This refactor introduces a robust system for normalizing LLM output based on
field format mappings, ensuring consistent data types throughout the pipeline.

Key Changes:
- Add FIELD_FORMAT_MAPPING constant defining expected formats for all fields
- Create format_normalization.py utility for type-aware normalization
- Update json_utils.py parsers to accept field_names/field_name parameters
- Refactor prompt_templates.py to use parser factories (_create_json_dict_parser,
  _create_json_list_parser) that bind field metadata for automatic normalization
- Update prompt_calls.py to pass field names to parsers, eliminating redundant
  normalization logic
- Remove parse_json_dict_or_list (unused, ambiguous function)
- Simplify METHODOLOGY_BREAKOUT and REIMBURSEMENT_PRIMARY to use helper functions
- Add comprehensive integration tests…
* Update other lists

* Black format

* Remove prints

* Update qa_qc to account for lists in is_empty check

* Resolve issues

* Black format


Approved-by: Siddhant Medar

pyproject.toml

@@ -33,7 +33,6 @@ dependencies = [
 
 [dependency-groups]
 dev = [
-    "black>=24.10.0",
     "mypy>=1.12.0",
     "jupyter>=1.1.1",
     "isort>=5.13.2",