Dynamic AI Query Handling with Anthropic Models and Web Tools

The workflow begins by receiving a chat message, which is analyzed by the Anthropic Routing Agent to determine the appropriate model for handling the query. Claude Sonnet 4 is used for routine tasks, while Claude Opus 4 is reserved for complex reasoning. The AI Agent can access a web search tool for real-time information retrieval and a think tool for complex reasoning. A calculator tool is available for numerical queries, and session-based memory ensures context retention across interactions. The workflow outputs structured responses in JSON format, enhancing consistency and integration with other systems.