import os from google.cloud import vision def extract_raw_text(image_path: str) -> str: """ Sends an image to Google Cloud Vision API and returns the raw extracted text. Requires GOOGLE_APPLICATION_CREDENTIALS environment variable to be set. """ # Initialize the Vision API Client client = vision.ImageAnnotatorClient() # Load the image into memory with open(image_path, 'rb') as image_file: content = image_file.read() image = vision.Image(content=content) # Perform Document Text Detection (optimized for handwriting/dense text) response = client.document_text_detection(image=image) # Error handling for the API response if response.error.message: raise Exception(f"Google Cloud Vision API Error: {response.error.message}") # Extract and return the full text annotation full_text = response.full_text_annotation.text return full_text # Example Usage: os.environ["GOOGLE_APPLICATION_CREDENTIALS"] = "credentials.json" raw_text = extract_raw_text("115.jpg") print(raw_text)