While previous embedding models were largely restricted to text, this new model natively integrates text, images, video, audio, and documents into a single numerical space — reducing latency by as muc ...
Bura, A.H. and Mung’onya, E.M. (2026) A Novel ICT-Enabled Decision Support Approach for Surveillance and Control of ...
modal run rag-based-financial-assistant-modal.py --input-path ./statement.pdf --query "What is my total spend?" --mode rag # Direct mode modal run rag-based-financial-assistant-modal.py --input-path .
A full-stack RAG (Retrieval Augmented Generation) application for intelligent PDF document analysis and Q&A. Upload any PDF, ask questions, get context-aware answers backed by actual document content.