Deployed

• Essmorath-RAG
Intelligent Multi Utility Chatbot

Essmorath-RAG is an advanced framework that leverages Retrieval-Augmented Generation (RAG) to enhance information retrieval and response generation from user-provided documents. It integrates persistent storage mechanisms, enabling efficient reuse and management of indexed knowledge across sessions. By incorporating multiple tools and modular components, M-RAG supports scalable data ingestion, semantic search, and context-aware generation. The system improves accuracy by grounding outputs in retrieved evidence while maintaining adaptability to diverse data sources.