agent-builder

DAPR Agents validation checks required imports, agent name, role, instructions, model configuration, tools, and memory strategy. It ensures your agent setup follows framework requirements and best practices before deployment, catching configuration errors early.

DAPR Agents supports AssistantAgent, DurableAgent, AgentService, and Multi-Agent patterns. Each pattern is suited to different scenarios: basic assistants, durable stateful agents, microservices, and coordinated multi-agent workflows.

Tools require @tool decorator, docstrings, type validation, and asynchronous I/O. The framework validates tool definitions and ensures they conform to documentation standards and async patterns for proper integration with agent workflows.

Yes, DAPR Agents supports Multi-Agent patterns for workflow orchestration. You can build coordinated agent systems with shared tools, memory strategies, and LLM configuration across multiple agents.

DAPR Agents enforces security checks for API keys and recommends environment variable usage. Memory and durability configurations are validated to ensure sensitive credentials are handled properly and not hardcoded.

Yes, decorator-based tool definitions are supported alongside file creation approaches. The framework validates that @tool decorators are present, tools have proper docstrings, and implement async I/O patterns.