Update core/gemini_handler.py
Browse files- core/gemini_handler.py +49 -21
core/gemini_handler.py
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# core/gemini_handler.py
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import google.generativeai as genai
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import json
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import re
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class GeminiHandler:
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def __init__(self, api_key):
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@@ -9,29 +9,57 @@ class GeminiHandler:
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self.model = genai.GenerativeModel('gemini-1.5-flash-latest') # Or your preferred Gemini model
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def _clean_json_response(self, text_response):
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#
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match = re.search(r"```json\s*([\s\S]*?)\s*```", text_response)
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if match:
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def
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try:
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response = self.model.generate_content(prompt_text)
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except Exception as e:
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print(f"Error
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# core/gemini_handler.py
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import google.generativeai as genai
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import json
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import re
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class GeminiHandler:
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def __init__(self, api_key):
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self.model = genai.GenerativeModel('gemini-1.5-flash-latest') # Or your preferred Gemini model
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def _clean_json_response(self, text_response):
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# Attempt to find JSON within backticks or directly
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match = re.search(r"```json\s*([\s\S]*?)\s*```", text_response, re.DOTALL)
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if match:
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json_str = match.group(1).strip()
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else:
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# Try to find the start of a list or object
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json_start_list = text_response.find('[')
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json_start_obj = text_response.find('{')
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if json_start_list != -1 and (json_start_obj == -1 or json_start_list < json_start_obj):
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json_str = text_response[json_start_list:]
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elif json_start_obj != -1:
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json_str = text_response[json_start_obj:]
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else:
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return text_response # Not clearly JSON
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# Remove trailing characters that might break parsing if JSON is incomplete
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# This is a bit aggressive, might need refinement
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# Find last '}' or ']'
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last_bracket = max(json_str.rfind('}'), json_str.rfind(']'))
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if last_bracket != -1:
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json_str = json_str[:last_bracket+1]
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return json_str.strip()
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def _execute_gemini_call(self, prompt_text, expect_json=False):
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try:
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response = self.model.generate_content(prompt_text)
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text_content = response.text
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if expect_json:
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cleaned_response = self._clean_json_response(text_content)
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# print(f"DEBUG: Cleaned JSON for prompt:\n{prompt_text[:200]}...\nResponse:\n{cleaned_response}") # Debug
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return json.loads(cleaned_response)
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return text_content.strip()
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except json.JSONDecodeError as e:
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print(f"Error decoding JSON from Gemini response: {e}")
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print(f"Problematic Gemini Raw Response:\n{text_content if 'text_content' in locals() else 'No response object'}")
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print(f"Cleaned attempt was:\n{cleaned_response if 'cleaned_response' in locals() else 'N/A'}")
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raise # Re-raise to be caught by caller
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except Exception as e:
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print(f"Error in Gemini call: {e}")
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print(f"Problematic Gemini Raw Response (if available):\n{response.text if 'response' in locals() else 'No response object'}")
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raise # Re-raise
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def generate_story_breakdown(self, prompt_text):
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return self._execute_gemini_call(prompt_text, expect_json=True)
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def generate_image_prompt(self, prompt_text): # This is for generating a new image prompt string
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return self._execute_gemini_call(prompt_text, expect_json=False)
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def regenerate_scene_script_details(self, prompt_text): # Expects JSON for a single scene
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return self._execute_gemini_call(prompt_text, expect_json=True)
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def regenerate_image_prompt_from_feedback(self, prompt_text): # Expects a string (the new prompt)
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return self._execute_gemini_call(prompt_text, expect_json=False)
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