Pydantic AI's Modular Blueprint: Building Composable Agents

Pydantic AI's Capabilities framework enables developers to build modular, reusable AI agent features that plug into any agent—eliminating redundant development work. By combining Capabilities with RAG and GraphRAG, developers can create enterprise-grade agents that leverage both vector search and knowledge graphs to extract insights from proprietary data sources. This approach significantly accelerates platform development while reducing code duplication across agent implementations.