Azure AI Odyssey - Chennai

Azure AI Odyssey - Chennai

- The Azure AI Odyssey - Chennai provide an opportunity for developers, data enthusiasts, scientists to advance their careers in AI and improve their knowledge and skills.

Agenda

• 9:30 - 10:00 Welcome Note/Introduction
• 10:00 - 10:40 Small Language Models by Rajeswaran V Generative AI specialist. AI Futures and AI CoE head @ Capgemini
• 10:40 - 11:00 Break
• 11.00 - 11.40 Vector search on embeddings by Divakar Technical Architect | Microsoft MVP | MCT @ Flyers Soft Private Limited
• 11.40 - 12.20 OWASP Top 10 for Large Language Models (LLMs) by Arun Kumar K Cloud Security Practice Leader 5xAzure | Azure Soln Architect @ Minfy
• 12.20 - 12.45 Thank you Note and Networking

Small language models - though often overshadowed by their larger counterparts, are emerging as potent tools in various domains. This topic delves into the realm of small language models, exploring their applications, advantages, and the unique challenges they encounter. From powering efficient chatbots and personal assistants to aiding resource-constrained devices, small language models offer scalability and versatility. This discussion navigates through their role in democratizing AI, enabling developers and researchers to innovate with limited computational resources. Additionally, it addresses the optimization techniques employed to enhance their performance and the ethical considerations surrounding their deployment. By shedding light on the untapped potential of small language models, this topic aims to inspire further exploration and utilization in diverse fields.

Vector search on embeddings - introduction on vector database and embeddings+ walkthrough on how to perform vector search in vcore based azure cosmos db