Multimodal Foundation Models: From Specialists to General-Purpose Assistants
A survey paper that investigates the taxonomy and evolution of multimodal foundation models, focusing on their transition from specialized models to general-purpose assistants in computer vision and vision-language domains.
arxiv.orgAn analysis of GPT-4V, a large multimodal model with visual understanding, discussing its capabilities, input modes, working modes, prompting techniques, and potential applications in various domains.
browse.arxiv.org
Guide to building AI agents using large language models, covering agent definition, use case selection, design components, single/multi-agent orchestration, tool integration, instruction setup, safety guardrails, and deployment best practices.
cdn.openai.com