OctoTools is an innovative agentic framework that enhances large language models with extensible tools to tackle complex reasoning tasks across multiple domains.

• Training-free approach that requires no additional data preparation
• Multi-domain capability demonstrated across medical, educational, and engineering fields
• User-friendly design with easily extensible architecture
• Improved reasoning by combining visual understanding, knowledge retrieval, and calculation

For healthcare professionals, OctoTools offers significant advancement in medical question answering and reasoning capabilities, potentially improving clinical decision support systems and knowledge extraction from medical literature.

OctoTools: An Agentic Framework with Extensible Tools for Complex Reasoning