import gradio as gr import google.generativeai as palm import os # Get your own API key on https://developers.generativeai.google/products/palm api_key = os.environ["api_key"] palm.configure(api_key=api_key) defaults = { 'model': 'models/text-bison-001', 'temperature': 0.7, 'candidate_count': 1, 'top_k': 40, 'top_p': 0.95, 'max_output_tokens': 1024, 'stop_sequences': [], 'safety_settings': [ {"category": "HARM_CATEGORY_DEROGATORY", "threshold": 3}, {"category": "HARM_CATEGORY_TOXICITY", "threshold": 3}, {"category": "HARM_CATEGORY_VIOLENCE", "threshold": 3}, {"category": "HARM_CATEGORY_SEXUAL", "threshold": 3}, {"category": "HARM_CATEGORY_MEDICAL", "threshold": 3}, {"category": "HARM_CATEGORY_DANGEROUS", "threshold": 3}] } with open("example.txt") as f: example = f.read() with gr.Blocks() as app: def chat(text): try: response = palm.generate_text( **defaults, prompt = f"""Rewrite the following sentence to fix the grammar issues and correct the sentence. {example} input: {text} fixed""" ) return response.result except: return "I am not able to correct the sentence given. Please try again." with gr.Column(): text = gr.Textbox(lines=4, label="Text", max_lines=4, placeholder="Write something awesome. It will be corrected automatically.") with gr.Column(): output = gr.Textbox(lines=4, label="Output", max_lines=4, show_copy_button=True) with gr.Row(): clr_btn = gr.ClearButton([text, output]) btn = gr.Button("Submit", variant="primary") btn.click(fn=chat, inputs=text, outputs=output) gr.Examples( ["Do you ready to lose?", "He don't like vegetables", "Can I gets a glass of water?"], text ) if __name__ == "__main__": app.launch()