# 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**