README.md

Butler - Multimodal RAG Chat Assistant

A powerful chat interface that combines Retrieval-Augmented Generation (RAG) with multimodal capabilities, powered by NVIDIA AI. Butler can process both text and images, providing intelligent responses and detailed analysis of visual content.

🌟 Features

• 📝 Process and analyze multiple document formats (PDF, TXT, PPTX)
• 🖼️ Advanced image analysis and text extraction
• 🔍 RAG-powered contextual responses
• 💬 Interactive chat interface with file upload
• 🚀 NVIDIA AI models for superior performance
• 🗄️ Milvus vector store for efficient retrieval

🛠️ Technology Stack

• Frontend: Chainlit
• Embeddings: NVIDIA NV-EmbedQA
• LLM: NVIDIA LLaMA 3.1 70B
• Vector Store: Milvus
• Document Processing: LlamaIndex
• Image Processing: PIL, PyMuPDF

🚀 Getting Started

Prerequisites

• Python 3.10+
• Docker and Docker Compose
• NVIDIA API Key
• 16GB+ RAM recommended

Installation

1. Clone the Repository