Speaker
Suman Debnath
2 sessions in this library.
- VoiceVision RAG - Integrating Visual Document Intelligence with Voice Response — Suman Debnath, AWS
This talk introduces VoiceVision RAG, a system that integrates visual document intelligence with voice response capabilities. It explores multimodal RAG techniques, focusing on vision-based retrieval using the Pali model. The presentation demonstrates how to build agentic applications with the Strands framework, enabling voice-enabled retrieval and response generation from visual documents.
- Introducing Strands Agents, an Open Source AI Agents SDK — Suman Debnath, AWS
Strands Agents is an open-source SDK designed to simplify the creation of AI agents by minimizing scaffolding. The core philosophy is to leverage the increasing intelligence of AI models, allowing them to handle the reasoning process with minimal explicit prompting. Strands focuses on integrating models and tools, enabling developers to build agentic applications with greater ease.