FinTrack

• Data cleaning
  • Submodules
  • db_update.py module
    • db_update.py
    • create_transactions_table()
    • detect_bank_name()
    • find_header_row()
    • load_csv_with_mapping()
    • row_hash()
    • save_to_sqlite()
• Data analysis
  • Submodules
  • analysis.py module
    • main()
    • normalize_text()
• AI supported Data categorization
  • Overview
  • Submodules
  • scripts/GenCat.py module
    • GenAICat
      • GenAICat.Category
      • GenAICat.Keywords
      • GenAICat.Category
      • GenAICat.Keywords
      • GenAICat.model_config
    • KeywordEntry
      • KeywordEntry.keyword
      • KeywordEntry.reasoning
      • KeywordEntry.confidence
      • KeywordEntry.confidence
      • KeywordEntry.keyword
      • KeywordEntry.model_config
      • KeywordEntry.reasoning
    • is_valid_json()
    • main()
  • scripts/gen_cat_eval.py module
    • build_keyword_mappings()
    • check_category_consistency()
    • find_duplicate_keywords()
    • find_missing_categories()
    • load_data()
    • main()
    • match_transactions()
    • print_confidence_statistics()
    • print_summary()
    • save_inconsistent_categorizations()
    • save_unmatched_transactions()
  • scripts/clean_ai_categorisation.py module
    • clean_ai_categorisation()
    • load_json()
    • save_json()
  • scripts/refine_other_loop.py module
    • build_batch_prompt()
    • load_transactions()
    • main()
    • process_batch()
    • refine()
    • save_transactions()
  • scripts/prompt_for_other_loop.py module
    • build_batch_prompt()
  • main_categorization.py module
    • load_uncategorized_count()
    • main()
    • merge_category_json_files()
    • merge_json_files()
    • run_script()
    • save_merged()
    • save_merged_categories()