사용자와 가장 똑똑하게 소통하는 LLM 만들기 - 에이전트 기반 RAG 전략

Learn about building intelligent LLM communication systems through agent-based RAG strategies in this 24-minute conference talk from SK AI SUMMIT 2024. Explore how RAG (Retrieval Augmented Generation) is essential for LLMs to respond using private information, and discover how AI agents can enhance user interactions by intelligently reformulating unclear questions, requesting necessary clarifications, and retrieving up-to-date information through external APIs. Move beyond traditional one-way RAG implementations to create two-way communication systems where agents actively engage with users to solve problems collaboratively. Presented by Changsoo Lee, a serial entrepreneur with 20 years of AI experience across Korea, USA, and Japan, who brings deep insights from both technical and business perspectives in implementing AI solutions globally.