HuggingGPT is a system that leverages large language models (LLMs) like ChatGPT to connect various AI models and solve complex tasks.
The approach involves using ChatGPT for task planning, selecting models based on their function descriptions, executing subtasks, and summarizing responses.
Key terms:
Artificial General Intelligence (AGI): A form of AI that can understand, learn, and apply its intelligence to a wide range of tasks and domains.
HuggingGPT: A system that uses LLMs as controllers to manage existing AI models for solving complex AI tasks.
HuggingFace: A machine learning community that provides a wide range of AI models and tools for various domains and modalities.
Task planning: The process of using ChatGPT to break down a user request into subtasks and select appropriate AI models to execute each subtask.