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metadata
title: SIMPLIFY Text Summarizer
emoji: 🚀
colorFrom: indigo
colorTo: red
sdk: gradio
sdk_version: 4.15.0
app_file: app.py
pinned: false

S I M P L I F Y

Harness the power of LLMs to extract concise summaries from extensive text.

Installation

  1. Create a virtual environment:

    • Navigate to the project directory in your terminal.
    • Create a virtual environment: python -m venv env
    • Activate the environment:
      • Windows: env\Scripts\activate.bat
      • Linux/macOS: source env/bin/activate

  2. Install dependencies:

    • Install required packages: pip install -r requirements.txt

  3. Set environment variable:

    • Set your Hugging Face API token: export HUGGINFACEHUB_API_TOKEN=YOUR_API_TOKEN
    • Set your Hugging Face API token as api_token variable.

Usage

  1. Run the main script:
    • Execute the main script: python main.py

Additional Information

  • Key frameworks: LangChain, Hugging Face LLMs
  • Supported document types: PDF (currently)
  • Customization: Adjust prompts and code for different content and queries.

Creators

  • Anish De, B.Tech. Electrical Engineering
  • Yash Shrivastava, B.Tech. Computer Science Engineering
  • Dev Virani, B.Tech. Computer Science Engineering