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Create app.py
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app.py
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import gradio as gr
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import requests
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import base64
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from PIL import Image
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from io import BytesIO
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def call_api(negative_prompt, positive_prompt, api_key):
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# API URL
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url = "https://model-5qe9kjp3.api.baseten.co/development/predict"
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# Headers including the provided API Key
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headers = {"Authorization": f"Api-Key {api_key}"}
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# JSON payload with the prompts
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payload = {
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'workflow_values': {
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'negative_prompt': negative_prompt,
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'positive_prompt': positive_prompt
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}
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}
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# POST request to the API
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response = requests.post(url, headers=headers, json=payload)
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# Check if the request was successful
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if response.status_code == 200:
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data = response.json()['result'][0]['data']
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format = response.json()['result'][0]['format']
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# Decode the base64 string to bytes
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image_data = base64.b64decode(data)
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# Convert bytes data to an image
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image = Image.open(BytesIO(image_data))
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return image
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else:
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return "Failed to fetch the image. Please check the API key and inputs."
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# Define Gradio interface
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interface = gr.Interface(
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fn=call_api,
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inputs=[
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gr.Textbox(label="Negative Prompt", placeholder="Enter negative prompt here..."),
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gr.Textbox(label="Positive Prompt", placeholder="Enter positive prompt here..."),
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gr.Textbox(label="API Key", placeholder="Enter your API key here..."),
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],
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outputs="image",
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title="Image Generation API Interface",
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description="Enter the negative and positive prompts to generate an image."
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)
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# Launch the interface
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interface.launch()
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