Update process_data.py

process_data.py

@@ -16,18 +16,26 @@ from schema_classes import FarmActivities, Interactions, Trial, FarmActivitiesLi
 os.environ["OPENAI_API_KEY"] = os.getenv("OPENAI_API_KEY")
 client = OpenAI()
 
+# What the data input survey should look like: 
+# Do you want to enter your text in one big block (free-form style) or in individual pieces (form-based style)?
+# The free-form block will be used 
 # Parameters - The Levers and Flippers to be chosen 
 # Use this for reference for now then work backwards
-parameters = {
+all_options = {
     'model_version': ['gpt-4o-2024-08-06', 'gpt-4o-2024-08-06'],
     'input_modality': ['free-text-input', 'form-text-input'],
-    'json_nested': ['single-level-nested', 'no-nesting'],
-    'creation_style': ['single-JSON-creation', 'stepwise-JSON-creation'],
+    'json_nested': ['single-level-nested', 'no-nesting (flat schema)'],
+    'creation_style': ['single-JSON-creation (model creates entire JSON)', 'stepwise-JSON-creation (individual pieces created then manually combined)'],
     'pre_processing': ['yes', 'no'],
+    'pre_processing_multiple': ['yes', 'no'],
     'pre_processing_specification': ['not_specified', 'summarization', 'otter.ai-summary', 'specific-field-extraction'],
     'prompting_style': ['no_specific_style', 'example_driven', 'role_specific', 'step_by_step', 'error_detection'],
+    'input_text' = ['whole_input_text': "value", 'input_text_pieces': ["piece_1": "value", "piece_2": "value"]]
+    'pre_processing_prompt' = ['pre_processing_prompts': ["prompt_1": "value", "prompt_2": "value"]]
+    'prompt' = ['prompt_text': "value"]
 }
 
+
 def generate_json(input_data, parameters): 
     """
     Function to prompt OpenAI API to generate structured JSON output.