https://github.com/shihjen/pdf_quicksummary

A web application based on a large language model for quickly summarizing any document in PDF format.
https://github.com/shihjen/pdf_quicksummary

generative-ai groq huggingface large-language-model llama3 streamlit

Last synced: about 5 hours ago
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A web application based on a large language model for quickly summarizing any document in PDF format.

• Host: GitHub
• URL: https://github.com/shihjen/pdf_quicksummary
• Owner: shihjen
• Created: 2024-06-23T08:03:12.000Z (8 months ago)
• Default Branch: main
• Last Pushed: 2024-06-23T08:18:26.000Z (8 months ago)
• Last Synced: 2025-02-02T19:11:32.269Z (9 days ago)
• Topics: generative-ai, groq, huggingface, large-language-model, llama3, streamlit
• Language: Python
• Homepage: https://shihjen-pdf-quicksummary-app-gxuzd9.streamlit.app/
• Size: 152 KB
• Stars: 1
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## PDF Summarizer

### Background

Text Summarization is a natural language processing (NLP) task that creates a concise and informative summary of a longer text, which can be challenging and time-consuming. Large language models (LLMs) can generate summaries of news articles, literature, technical documents, and other types of text. This lightweight web application is designed to quickly summarize any document in PDF format using an open-source LLM, making the process more efficient and less tedious.  

![pdf_summarizer](img/pdf_summarizer.png)

⏩ Web Application