adding-capabilities

Pause and resume functionality for conversational AI agent workflows is added by extending an existing Agent2 with dynamic conversation control tools. This allows multi-turn workflows to be paused and resumed for complex operational management.

Human approval processes for agent side effects are implemented through an approval workflow integration. This ensures that operations requiring security and accuracy are explicitly approved by a human before execution within the agent system.

Provider routing and prompt caching for multi-turn agent operations can be optimized using provider policy management. This feature routes requests efficiently across providers to maintain cost efficiency during dynamic interactions.

Scoping tool access and filtering collections per tenant in an agent is handled through tool access control features. This maintains operational control and confidentiality by filtering available tools based on specific tenant or request parameters.

This agent enhancement requires an existing Agent2 setup to function, as it extends the base framework with advanced capabilities. You must load the skill and integrate it with your current Agent2 environment to implement the features.

Knowledge search integration for domain-specific agent decision-making works by accessing domain documents within the agent workflow. This provides comprehensive knowledge sharing and supports informed decision-making during complex conversational interactions.