knowledge_base.txt

LiteGPT is an AI-powered chatbot with multimodal capabilities, supporting text, image, and video generation. It is optimized for deployment on Hugging Face Spaces using Streamlit and Docker. 

## Features of LiteGPT:
1. **Conversational AI**: Utilizes OpenAI's GPT models for natural language understanding.
2. **Video Generation**: Uses Stable Video Diffusion for AI-powered video creation.
3. **Retrieval-Augmented Generation (RAG)**: Retrieves relevant knowledge from documents to improve responses.
4. **Optimized Performance**: Designed to run efficiently on devices like Dell i5 laptops without overloading system resources.

## How LiteGPT Works:
- The chatbot processes user queries and retrieves relevant information from the knowledge base.
- The video generator creates AI-generated videos based on text prompts.
- The system ensures smooth performance using FAISS-based vector search for fast document retrieval.

This document serves as the base for RAG, providing factual context for LiteGPT’s responses.