loe-document-generation-poc

Notes before running the script: 1- Run document-uploader.py to upload the document to extract placeholders and download the template.json file. 2- Run dynamic-form-generator.py which will load the template.json file(it should be in the root directory) and generate a dynamic form using Streamlit, then download the final document.

📜 AI-Powered Document Generation with Streamlit

This project enables users to upload a document with placeholders, dynamically fill a form based on the placeholders, and generate a final document with AI assistance while preserving formatting.

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📌 Features

✅ Upload DOCX/PDF templates with placeholders
✅ Extract placeholders automatically & suggest missing ones using AI
✅ Dynamically generate a form based on placeholders
✅ Handle conditional dependencies between fields
✅ Validate required fields before submission
✅ Replace placeholders in the final document
✅ Generate AI-enhanced documents preserving original formatting
✅ Download the final document as a Word file

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🚀 Installation

1️⃣ Clone the Repository

git clone https://github.com/loe-document-generation-poc.git
cd loe-document-generation-poc

2️⃣ Set Up a Virtual Environment (Recommended)

On Windows (PowerShell)

python -m venv venv
venv\Scripts\activate

On macOS/Linux

python3 -m venv venv
source venv/bin/activate

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3️⃣ Install Dependencies

pip install -r requirements.txt

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📌 Running the App

streamlit run document-upload-parse.py

• After completing the upload step, run:

streamlit run dynamic-form-generation.py

• After filling out the form, the document will be generated.

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📌 Required API Key

This project uses OpenAI API for AI-powered text processing.
Make sure you have an API key and set it in your .env file:

OPENAI_API_KEY=your-api-key

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🎯 Next Steps

• Ensure your template documents have placeholders formatted as ${placeholder_name}.
• AI-generated documents should maintain original formatting.
• Need enhancements? Feel free to contribute!