📚 Marketing Blurb & Summary Generator

This is a Streamlit-based application that allows users to upload PDF documents and generate marketing blurbs and summaries using Groq LLM (LLaMA models) and LangChain.

The application uses Google Gemini embeddings to create a FAISS vector store for document retrieval and Groq LLM for generating engaging content summaries and marketing blurbs.

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SCREENSHOT

DEMO VIDEO :

https://drive.google.com/file/d/1kuwBaytfY5vyr-nh5uieBrPbYdQ1dT9F/view?usp=sharing

REPORT LINK :

https://docs.google.com/document/d/1WK0YJ1I2V8qv6xXcGUqf5lMAA0BKxZRM/edit?usp=sharing&ouid=108340172359201221784&rtpof=true&sd=true

🌟 Features

• Upload multiple PDF files.
• Process PDFs to extract content and split into chunks.
• Use Google Gemini embeddings for document vectorization.
• Query uploaded documents and generate marketing blurbs or content summaries using Groq's LLaMA models.
• Interactive, user-friendly Streamlit interface.
• Logos for NIE University, IVIS Labs, and PULSE displayed at the top.

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🛠️ Tech Stack

• Streamlit - Frontend UI
• LangChain - Document processing and retrieval
• Groq LLM - LLaMA3-8B & LLaMA3-70B models for text generation
• Google Gemini - Embeddings for document retrieval
• FAISS - Vector storage
• Python 3.9+

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⚙️ Installation and Setup

1️⃣ Clone the Repository

git clone cd

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2️⃣ Create Virtual Environment

python -m venv venv

For Linux/macOS: source venv/bin/activate

For Windows: venv\Scripts\activate

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3️⃣ Install Dependencies

pip install -r requirements.txt

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4️⃣ Add API Keys to .env File

Create a .env file in the project root folder with the following content:

GROQAPIKEY=yourgroqapikeyhere GOOGLEAPIKEY=yourgoogleapikeyhere

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🔑 How to Get API Keys

📍 Google API Key (Gemini)

• Go to: https://aistudio.google.com/app/apikey
• Sign in with your Google account.
• Generate a new API Key.
• Copy and paste the key into your .env file as:

GOOGLEAPIKEY=yourgoogleapikeyhere

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📍 Groq API Key

• Visit: https://console.groq.com/keys
• Sign in or create an account.
• Navigate to the API Keys section.
• Create a new API Key.
• Copy and paste the key into your .env file as:

GROQAPIKEY=yourgroqapikeyhere

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🚀 Run the Application

streamlit run app.py

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🏷️ Directory Structure

├── app.py # Main Streamlit application ├── uploaded_pdfs # Directory for storing uploaded PDFs ├── requirements.txt # Required Python packages ├── .env # API keys (not included in repo) ├── README.md # Project documentation ├── logos # Logos for NIE, IVIS, PULSE │ ├── NIE_University.png │ ├── IVIS_logo.png │ ├── PULSE LOGO.png └── ...

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Developed By Suraj G Rao