Category: compound ai systems

• From Monolithic Models to AI Agents: A New Era of Generative AI

  

  Large Language Models (LLMs) exhibit impressive capabilities but are susceptible to hallucinations. To address this issue, agentic AI emerges as a potential solution. The shift from monolithic models to compound AI systems, along with the rise of AI agents, represents significant progress in generative AI and problem-solving capacity. In this post, we will share key…

  aitalks

  August 8, 2024

  AI, AI Agents, compound ai systems, Fine-tuning, LLM, Monolithic, RAG, ReAct

  agentic ai, AI Agents, compound ai systems, control logic, foundation models, LLM, monolithic models, ReAct, system design