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| import gradio as gr | |
| import pandas as pd | |
| from util import summarizer, parser | |
| def patent_summarizer(patent_information, summaries_generated, min_char_abs, min_char_bg, min_char_claims): | |
| # TODO: add checker if valid patent info, return None if invalid | |
| # TODO: add scraper to get document | |
| # TODO: add parser to get the following info from the base document: | |
| abstract, background, claims = None, None, None | |
| summaries = list() | |
| if "Abstract" in summaries_generated: | |
| abstract_summary = summarizer.generate_abs_summary(abstract, min_char_abs) | |
| summaries.append(abstract_summary) | |
| else: | |
| summaries.append(None) | |
| if "Background" in summaries_generated: | |
| background_summary = summarizer.generate_bg_summary(background, min_char_bg) | |
| summaries.append(background_summary) | |
| else: | |
| summaries.append(None) | |
| if "Claims" in summaries_generated: | |
| claims_summary = summarizer.generate_claims_summary(claims, min_char_claims) | |
| summaries.append(claims_summary) | |
| else: | |
| summaries.append(None) | |
| return summaries | |
| summary_options = ["Abstract", "Background", "Claims"] | |
| iface = gr.Interface( | |
| patent_summarizer, | |
| theme="huggingface", | |
| examples=[ | |
| [ | |
| "US9820315B2", | |
| summary_options, | |
| 50, | |
| 250, | |
| 100 | |
| ], | |
| [ | |
| "https://patents.google.com/patent/US9820315B2", | |
| summary_options, | |
| 50, | |
| 250, | |
| 100 | |
| ], | |
| [ | |
| "https://patents.google.com/patent/US10263802B2/en?q=smart+user+interface&oq=smart+user+interface", | |
| summary_options[:-1], | |
| 75, | |
| 200, | |
| 125 | |
| ] | |
| ], | |
| inputs=[ | |
| gr.inputs.Textbox(label="Patent Information", | |
| placeholder="US9820315B2 or https://patents.google.com/patent/US9820315B2 ...", | |
| lines=1), | |
| # gr.inputs.Radio(["Link", "Patent Code"]), # Can be figured out automatically via parsing | |
| # gr.inputs.Dropdown(["model type 1", "model type 2", "model type 3"]), # Change model type | |
| gr.inputs.CheckboxGroup(summary_options, | |
| default=summary_options, | |
| label="Summaries to Generate"), | |
| gr.inputs.Slider(minimum=50, | |
| maximum=500, | |
| step=1, | |
| default=75, | |
| label="Minimum Characters (Abstract Summary)"), | |
| gr.inputs.Slider(minimum=50, | |
| maximum=500, | |
| step=1, | |
| default=200, | |
| label="Minimum Characters (Background Summary)"), | |
| gr.inputs.Slider(minimum=50, | |
| maximum=500, | |
| step=1, | |
| default=100, | |
| label="Minimum Characters (Per Claims Summary)") | |
| ], | |
| outputs=[ | |
| gr.outputs.Textbox(label="Abstract Summary"), | |
| gr.outputs.Textbox(label="Background Summary"), | |
| gr.outputs.Textbox(label="Claims Summary") | |
| ], | |
| title="Patent Summarizer 📖", | |
| description=""" | |
| v.1.0.0 | |
| Reading through patent documents is oftentimes a long and tedious task. There are cases wherein one has to manually go through several pages in order to determine if the patent is relevant to the prior art search. | |
| This application is meant to automate the initial phase of going through patents so that the potential inventor or researcher may lessen the time spent trying to filter documents. | |
| The Patent Summarizer: | |
| ✏️ Provides an interface for user input | |
| 📂 Retrieves and parses the document based on the given patent information | |
| 📑 Returns summaries for the abstract, background, and/or claims. | |
| """ | |
| ) | |
| iface.launch() |