Create Api

Api

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+from flask import Flask, request, jsonify
+from transformers import DALL_E
+from PIL import Image
+import requests
+
+app = Flask(__name__)
+
+# Load the pre-trained DALL-E model
+model = DALL_E.from_pretrained("openai/your-dall-e-model-name-here")
+
+# Define an API endpoint for generating images from text
+@app.route('/generate_image', methods=['POST'])
+def generate_image():
+    try:
+        # Get text input from the request
+        text_description = request.json['text_description']
+
+        # Generate an image from the text description
+        output = model.generate_images(text_description)
+
+        # Get the image data
+        image_data = requests.get(output[0]["image"]).content
+
+        # Save the image to a file or return it as a response
+        # For returning as a response:
+        # return jsonify({'image_data': image_data})
+
+        # For saving to a file:
+        with open("generated_image.jpg", "wb") as img_file:
+            img_file.write(image_data)
+
+        return jsonify({'message': 'Image generated successfully'})
+    except Exception as e:
+        return jsonify({'error': str(e)})
+
+if __name__ == '__main__':
+    app.run(debug=True)