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a03d740
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Parent(s):
9945fe7
Major update. Support for 15 LLMs, World Flora Online taxonomy validation, geolocation, 2 OCR methods, significant UI changes, stability improvements, consistent JSON parsing
Browse files- vouchervision/API_validation.py +43 -18
vouchervision/API_validation.py
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import os, io, openai, vertexai
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import google.generativeai as genai
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from mistralai.client import MistralClient
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from mistralai.models.chat_completion import ChatMessage
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from vertexai.language_models import TextGenerationModel
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from vertexai.preview.generative_models import GenerativeModel
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from google.cloud import vision
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from datetime import datetime
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import google.generativeai as genai
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# return False
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try:
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if normal_cleaned_text:
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return True
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else:
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@@ -240,6 +262,17 @@ class APIvalidation:
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# Check each key and add to the respective list
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# OpenAI key check
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if self.has_API_key(k_OPENAI_API_KEY):
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is_valid = self.check_openai_api_key()
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else:
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missing_keys.append('Google VertexAI/GenAI')
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if self.has_API_key(k_google_palm_api) and self.has_API_key(k_project_id) and self.has_API_key(k_location):
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is_valid = self.check_google_ocr_api_key()
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if is_valid:
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present_keys.append('Google OCR (Valid)')
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else:
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present_keys.append('Google OCR (Invalid)')
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else:
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missing_keys.append('Google OCR')
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# Mistral key check
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if self.has_API_key(k_mistral):
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import os, io, openai, vertexai, json
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import google.generativeai as genai
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from mistralai.client import MistralClient
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from mistralai.models.chat_completion import ChatMessage
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from vertexai.language_models import TextGenerationModel
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from vertexai.preview.generative_models import GenerativeModel
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from google.cloud import vision
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from google.oauth2 import service_account
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from datetime import datetime
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import google.generativeai as genai
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# return False
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try:
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if not self.cfg_private:
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# Convert JSON key from string to a dictionary
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service_account_json_str = os.getenv('google_service_account_json')
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if not service_account_json_str:
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print("Service account JSON not found in environment variables.")
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return False
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# Convert JSON string to a dictionary
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service_account_info = json.loads(service_account_json_str)
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# Create credentials from the service account info
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credentials = service_account.Credentials.from_service_account_info(service_account_info)
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# Initialize the client with the credentials
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client = vision.ImageAnnotatorClient(credentials=credentials)
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logo_path = os.path.join(self.dir_home, 'img','logo.png')
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with io.open(logo_path, 'rb') as image_file:
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content = image_file.read()
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image = vision.Image(content=content)
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response = client.document_text_detection(image=image)
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texts = response.text_annotations
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normal_cleaned_text = texts[0].description if texts else None
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else:
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logo_path = os.path.join(self.dir_home, 'img','logo.png')
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client = vision.ImageAnnotatorClient()
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with io.open(logo_path, 'rb') as image_file:
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content = image_file.read()
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image = vision.Image(content=content)
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response = client.document_text_detection(image=image)
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texts = response.text_annotations
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normal_cleaned_text = texts[0].description if texts else None
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if normal_cleaned_text:
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return True
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else:
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# Check each key and add to the respective list
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# Google OCR key check
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if self.has_API_key(k_google_palm_api) and self.has_API_key(k_project_id) and self.has_API_key(k_location):
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is_valid = self.check_google_ocr_api_key()
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if is_valid:
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present_keys.append('Google OCR (Valid)')
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else:
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present_keys.append('Google OCR (Invalid)')
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else:
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missing_keys.append('Google OCR')
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# OpenAI key check
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if self.has_API_key(k_OPENAI_API_KEY):
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is_valid = self.check_openai_api_key()
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else:
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missing_keys.append('Google VertexAI/GenAI')
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# Mistral key check
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if self.has_API_key(k_mistral):
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