ai_essay_evaluator package

Subpackages

• ai_essay_evaluator.evaluator package
  • AsyncLogger
    • AsyncLogger.close()
    • AsyncLogger.get_log_file()
    • AsyncLogger.log()
  • analyze_cost()
  • call_openai_parse()
  • merge_csv_files()
  • process_csv()
  • read_text_files()
  • save_results()
  • validate_csv()
  • Submodules
  • ai_essay_evaluator.evaluator.async_logger module
    • AsyncLogger
      • AsyncLogger.close()
      • AsyncLogger.get_log_file()
      • AsyncLogger.log()
  • ai_essay_evaluator.evaluator.cli module
    • grader()
  • ai_essay_evaluator.evaluator.cost_analysis module
    • ModelPricing
      • ModelPricing.cached_input_price
      • ModelPricing.input_price
      • ModelPricing.output_price
    • analyze_cost()
    • get_model_pricing()
  • ai_essay_evaluator.evaluator.file_handler module
    • merge_csv_files()
    • save_results()
  • ai_essay_evaluator.evaluator.openai_client module
    • ExtendedScoringResponse
      • ExtendedScoringResponse.idea_development_feedback
      • ExtendedScoringResponse.idea_development_score
      • ExtendedScoringResponse.language_conventions_feedback
      • ExtendedScoringResponse.language_conventions_score
      • ExtendedScoringResponse.model_config
    • RateLimitTracker
    • StandardScoringResponse
      • StandardScoringResponse.feedback
      • StandardScoringResponse.model_config
      • StandardScoringResponse.score
    • adaptive_rate_limit()
    • call_openai_parse()
    • extract_structured_response()
    • generate_prompt()
    • get_default_response()
    • parse_reset_time()
    • process_with_openai()
    • simplify_prompt()
  • ai_essay_evaluator.evaluator.processor module
    • process_csv()
  • ai_essay_evaluator.evaluator.utils module
    • normalize_response_text()
    • normalize_text()
    • read_text_files()
    • validate_csv()
• ai_essay_evaluator.trainer package
  • create_fine_tuning_job()
  • generate_jsonl()
  • merge_jsonl_files()
  • upload_jsonl()
  • validate_jsonl()
  • Submodules
  • ai_essay_evaluator.trainer.cli module
    • fine_tune()
    • generate()
    • merge()
    • upload()
    • validate()
  • ai_essay_evaluator.trainer.finetuner module
    • create_fine_tuning_job()
  • ai_essay_evaluator.trainer.generator module
    • BaseGradingResponse
      • BaseGradingResponse.create_model()
      • BaseGradingResponse.model_config
    • generate_jsonl()
    • load_rubric_files()
    • load_story_files()
    • load_text_file()
    • validate_response()
  • ai_essay_evaluator.trainer.merge module
    • merge_jsonl_files()
  • ai_essay_evaluator.trainer.uploader module
    • upload_jsonl()
  • ai_essay_evaluator.trainer.validator module
    • validate_jsonl()

Submodules

ai_essay_evaluator.cli module

Make the CLI runnable using python -m ai_essay_grader.