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| import gradio as gr | |
| import base64 | |
| from gpt_reader.pdf_reader import PaperReader | |
| from gpt_reader.prompt import BASE_POINTS | |
| class GUI: | |
| def __init__(self): | |
| self.api_key = "" | |
| self.session = "" | |
| def analyse(self, api_key, pdf_file): | |
| self.session = PaperReader(api_key, points_to_focus=BASE_POINTS) | |
| return self.session.read_pdf_and_summarize(pdf_file) | |
| def ask_question(self, question): | |
| if self.session == "": | |
| return "Please upload PDF file first!" | |
| return self.session.question(question) | |
| with gr.Blocks() as demo: | |
| gr.Markdown( | |
| """ | |
| # CHATGPT-PAPER-READER | |
| """) | |
| with open("./logo.png", "rb") as f: | |
| image_data = f.read() | |
| image_base64 = base64.b64encode(image_data).decode("utf-8") | |
| gr.HTML(vlaue= f"""<h2 style="background-image: linear-gradient(to right, #3A5FCD, #87CEFA); -webkit-background-clip: text;-webkit-text-fill-color: transparent; text-align: center;">Fashion Aggregator</h2>""") | |
| gr.HTML(value= f"""<div style="display: flex; align-items: center; justify-content: center; flex-direction: column;"><p style="font-size: 18px; color: #4AAAFF; text-align: center;">Discover your perfect apparel effortlessly. Simply describe what you're looking for!</p><div style="display: flex; align-items: center; margin-bottom: 0px;"><img src='data:image/jpeg;base64,{image_base64}' width='50' height='30' style="margin-right: 5px;"/><p style="font-size: 14px; color: #555;">Disclaimer: The purpose of this application is solely for demonstration. 1001epochs does not claim ownership for the results. Contact: [email protected] for full solution.</p></div></div>""") | |
| with gr.Tab("Upload PDF File"): | |
| pdf_input = gr.File(label="PDF File") | |
| api_input = gr.Textbox(label="OpenAI API Key") | |
| result = gr.Textbox(label="PDF Summary") | |
| upload_button = gr.Button("Start Analyse") | |
| with gr.Tab("Ask question about your PDF"): | |
| question_input = gr.Textbox(label="Your Question", placeholder="Authors of this paper?") | |
| answer = gr.Textbox(label="Answer") | |
| ask_button = gr.Button("Ask") | |
| with gr.Accordion("About this project"): | |
| gr.Markdown( | |
| """## CHATGPT-PAPER-READER📝 | |
| This repository provides a simple interface that utilizes the gpt-3.5-turbo | |
| model to read academic papers in PDF format locally. You can use it to help you summarize papers, | |
| create presentation slides, or simply fulfill tasks assigned by your supervisor.\n | |
| [Github](https://github.com/talkingwallace/ChatGPT-Paper-Reader)""") | |
| app = GUI() | |
| upload_button.click(fn=app.analyse, inputs=[api_input, pdf_input], outputs=result) | |
| ask_button.click(app.ask_question, inputs=question_input, outputs=answer) | |
| if __name__ == "__main__": | |
| demo.title = "CHATGPT-PAPER-READER" | |
| demo.launch() |