Katon Minhas
afb6d5185d
Feature/lesser table caching refactor hybrid * chore: Remove unused duplicate main.py from shared pipeline * fix: Correct crosswalk paths in aarete_derived.py * chore: Remove unused documentation files from fieldExtraction * docs: Add documentation files to documentation folder * docs: Update README with uv setup, expanded project structure, and branching conventions * docs: Add uv installation steps with Ubuntu/WSL emphasis * Enable prompt caching for all remaining LLM calls - Add _INSTRUCTION() functions for: EXHIBIT_HEADER, EXHIBIT_LINKAGE, EXHIBIT_TITLE_MATCH, DATE_FIX, DERIVED_TERM_DATE, CHECK_PROVIDER_NAME_MATCH, SPECIAL_CASE_ASSIGNMENT - Update all invoke_claude() calls in saas and clover pipelines to use cache=True with corresponding _INSTRUCTION() functions - Add new instructions to get_cacheable_instructions() for cache warming - Update tests for new instruction functions Functions now using caching: - prompt_exhibit_level - prompt_exhibit_lesser (EXHIBIT_LEVEL_LESSER_OF) - prompt_fee_schedule_breakout - prompt_grouper_breakout - prompt_special_case_assignment - prompt_exhibit_linkage - prompt_exhibit_header - prompt_smart_chunked (ONE_TO_ONE templates) - prompt_date_fix - prompt_derived_term_date - prompt_exhibit_title_match - provider_name_match_check 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Reorder * feat: Add bcbs_promise client pipeline with OFFSET_TERM extraction - Add new bcbs_promise client with HSC-based OFFSET_TERM field extraction - Extract full paragraph text of offset/recoupment provisions from contracts - Derive OFFSET_INDICATOR (Y/N) from OFFSET_TERM presence - Fix reorder_columns to preserve extra columns not in COLUMN_ORDER - Update QC/QA output path to outputs/qc_qa/ * fix: Update dev deps and test assertions for QC/QA output path - Add pytest/pytest-mock to dev dependencies for mypy type checking - Update test assertions to expect outputs/qc_qa instead of qa_qc_output * style: Apply black formatting to prompt_templates.py * Merge main, move scripts * Archive some scripts * update py version * remove .py version file * Remove ASCII characters * Restore testbed code * restore tracking * Update testbed metrics * Enable prompt caching for CODE_LAST_CHECK, FILL_BILL_TYPE, DUAL_LOB_CHECK, and GROUPER_BREAKOUT - Add CODE_LAST_CHECK_INSTRUCTION() for service specificity classification - Add FILL_BILL_TYPE_INSTRUCTION() for bill type code determination - Add DUAL_LOB_CHECK_INSTRUCTION() for Medicare/Medicaid classification - Update code_funcs.py to use caching for CODE_LAST_CHECK, FILL_BILL_TYPE, GROUPER_BREAKOUT - Update postprocessing_funcs.py to use caching for DUAL_LOB_CHECK - Add new instructions to get_cacheable_instructions() for cache warming - Add unit tests for new instruction functions 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com> * Fix postprocessing_funcs to remove invalid columns * Merge branch 'main' into feature/lesser-table-caching-refactor-hybrid * Revert prompt caching changes from aed1b73c * update formatting * Update imports Approved-by: Sha Brown Approved-by: Praneel Panchigar
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| 1 | Filename | Agreement_Name (Contract Title) | PAYER NAME | Health Plan State | Affiliate (Y/N) | Credentialing Application Indicator | Term Clause | Evergreen, Fixed or Hard Term | Termination Date | Termination Upon Notice - Days | Termination With Cause - Days | Amend Contract Upon notice Flag (Y/N) | Timeframe to Object - Days | Assignments Clause (Y/N) | Contract Effective Date | IRS # | IRS_Name | NPI (10-digits) | NPI_NAME | PROV_GROUP_TIN_SIGNATORY | PROV_TIN_OTHER | PROV_NPI_OTHER | Notice to Provider Name | Notice to Provider Address | Sequestration Language | Sequestration Reductions, included [Medicare only] (Y/N) | PROV_TIN_OTHER.1 | PROV_NPI_OTHER.1 | Parent Agreement Code | Pages | page_num | Attachment/Exhibit | Line of Business | Provider Type | Provider Type - Level 2 | Service Type | Plan Type | Lesser of Logic Language, included (Y/N) | Lesser of Rate | Reimb. Methodology | Reimb. Methodology_short | If rate is % of Payer or MCR [STANDARD] | If rate is % of Payer or MCR [STANDARD]_Short | If rate is Flat Fee [STANDARD] | Default Term | Default Rate | Inclusion of essential RBRVS "Fee Source" Language (Y/N) | CDM Neutralization Language, included (Y/N) | Chargemaster Protection Language | Exclusions | Not to Exceed | Escalator or COLA (Y/N) | Escalator I, Eff. Date | IP/OP | IP - DSH/IME/UC, included (Y/N) | IP - Stoploss Catastrophic Threshold | Imputed Value |
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