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Create app.py

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  1. app.py +65 -0
app.py ADDED
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+ import json
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+ import requests
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+ import gradio as gr
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+ import random
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+
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+ API_TOKEN='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'
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+ headers = {"Authorization": f"Bearer {API_TOKEN}"}
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+ API_URL = "https://api-inference.huggingface.co/models/bigscience/bloom"
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+
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+
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+ prompt="""What would this look like in 2050? Give 5 optimally describing bigrams.
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+ Input:cake shop
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+ Output:Sustainable ingredients,Virtual reality experience,Customizable flavor options,3D printed designs,Robotic assistants
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+ #####
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+ Input:consulting firm
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+ Output:Virtual meetings,AI integration,Sustainability focus,Virtual reality simulations,Blockchain technology
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+ #####
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+ Input:biscuit brand
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+ Output:Sustainable packaging,Plant-based ingredients,Digital marketing,Virtual reality,Smart packaging
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+ #####
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+ """
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+
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+
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+ def query(text):
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+ #global prompt
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+ print(text)
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+ text = prompt+"\nInput:"+text + "\nOutput:"
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+ #print(text)
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+ payload = {
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+ "inputs": text,
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+ "parameters": {
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+ "max_length": 250,
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+ "temperature": 0.9,
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+ "seed":random.randint(0, 100),
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+ },
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+ }
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+
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+ data = json.dumps(payload)
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+ response = requests.request("POST", API_URL, headers=headers, data=data)
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+ #print('Response here\n',response.content)
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+ generated_text=json.loads(response.content.decode("utf-8"))[0]['generated_text']
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+ result = generated_text.replace(text,'').strip()
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+ result = result.replace("Output:","")
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+ parts = result.split("###")
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+ topic = parts[0].strip()
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+ topic=topic.split("Input:")[0]
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+ print(topic)
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+ return topic
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+
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+
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+ with gr.Blocks() as demo:
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+ gr.Markdown("<h1><center>Ideas of the Future</center></h1>")
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+ gr.Markdown(
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+ """ChatGPT based Insights from Decodem.ai for businesses.\nWhile ChatGPT has multiple use cases we have evolved specific use cases/ templates for businesses \n\n This template provides ideas on how a business would look like in the future. Enter a business area and get the results."""
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+ )
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+ textbox = gr.Textbox(placeholder="Enter business type here...", lines=1,label='Yourbusiness area')
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+ btn = gr.Button("Generate")
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+ output1 = gr.Textbox(lines=2,label='The future')
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+
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+ btn.click(query,inputs=[textbox], outputs=[output1])
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+ examples = gr.Examples(examples=['icecream parlor','space travel','book shop','ecommerce','grocery delivery'],
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+ inputs=[textbox])
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+
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+
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+ demo.launch()