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import cohere | |
import gradio as gr | |
import requests | |
from PIL import Image | |
import io | |
def generate_text(prompt,maxi,cohere_api_key): | |
co = cohere.Client(cohere_api_key) | |
response = co.generate(prompt=prompt, | |
temperature=0, | |
max_tokens=maxi) | |
return response[0] | |
def generate_image(prompt,gradio_api_key): | |
r = requests.post('https://clipdrop-api.co/text-to-image/v1', | |
files={ | |
'prompt': (None, prompt, 'text/plain') | |
}, | |
headers={'x-api-key': gradio_api_key} | |
) | |
if r.ok: | |
images = Image.open(io.BytesIO(r.content)) | |
return images | |
else: | |
raise ValueError("Failed to generate image") | |
def text_and_image_generator(prompt,maxi,cohere_api_key,gradio_api_key): | |
text = generate_text(f"Generate a complete meaningful story within {maxi} words based on {prompt}. Complete every sentences don't create a half story.",maxi,cohere_api_key) | |
image = generate_image(text,gradio_api_key) | |
title = generate_text(f"title for the story {prompt} within 5 words",5,cohere_api_key) | |
return title,text,image | |
app = gr.Interface( | |
title="Story and Image Generator", | |
fn=text_and_image_generator, | |
inputs = [gr.inputs.Textbox(label="Enter your prompt to generate a story"), | |
gr.inputs.Slider(1,1000,label="Story length"),gr.inputs.Textbox(type="password",label="Cohere API key"),gr.inputs.Textbox(type="password",label="Gradio API key")], | |
outputs= [gr.outputs.Textbox(label="Story title"),gr.outputs.Textbox(label="Story"),gr.outputs.Image(type="pil",label="Image based on the Generated story")] | |
) | |
app.launch(share=True) |