Duplicate from JustForFunn/ChatbotPhotoReal

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README.md

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+---
+title: OpenAssistant Galactica 6.7b Finetuned
+emoji: 📊
+colorFrom: gray
+colorTo: yellow
+sdk: gradio
+sdk_version: 3.27.0
+app_file: app.py
+pinned: false
+duplicated_from: JustForFunn/ChatbotPhotoReal
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

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+
+import openai
+import gradio as gr
+from gradio.components import Textbox, Image, Label
+
+# Set up OpenAI API credentials
+openai.api_key = "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"
+
+# Define the OpenAI prompt completion function
+def generate_text(prompt):
+    response = openai.Completion.create(
+        model= "text-davinci-003",
+        prompt=prompt,
+        max_tokens=60,
+        n=1,
+        stop=None,
+        temperature=0.8,
+    )
+    return response.choices[0].text.strip()
+
+# Define the image generation function
+model_path = "models/dreamlike-art/dreamlike-photoreal-2.0"
+model_prefix = "photoreal style"
+model = gr.Interface.load(model_path)
+
+def generate_image(prompt):
+    # Generate text using OpenAI's GPT-3 model
+    text = generate_text(prompt)
+
+    # Generate an image using a DALL-E model trained on photorealistic images
+    if model is not None:
+        image_return = model.predict(model_prefix + ": " + text)
+    else:
+        image_return = None
+
+    # Return the generated image
+    return image_return[0] if image_return is not None else None
+
+# Define the Gradio interface
+prompt_input = Textbox("Enter a prompt", lines=3)
+text_output = Label("")
+image_output = Image()
+
+iface = gr.Interface(
+    generate_image,
+    inputs=prompt_input,
+    outputs=[text_output, image_output],
+    title="Image Generator",
+    description="Generates an image based on a prompt using OpenAI's GPT-3 and DALL-E models."
+)
+
+# Update the output boxes with the generated text and image
+def update_text_output(text, image_url):
+    text_output.text = text
+    text_output.style['font-size'] = '8px'  # Change the font size here
+
+iface.interface_result_hooks = [update_text_output]
+
+# Launch the interface
+iface.launch()

requirements.txt

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+openai
+requests