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This PR improves documentation on custom agents - Shows example on how to create a custom agent that directly uses a model client. In this case an example of a GeminiAssistantAgent that directly uses the Gemini SDK model client. - Shows that that CustomAgent can be easily added to any agentchat team - Shows how the same CustomAgent can be made declarative by inheriting the Component interface and implementing the required methods. Closes #5450
AutoGen Core
AutoGen core offers an easy way to quickly build event-driven, distributed, scalable, resilient AI agent systems. Agents are developed by using the Actor model. You can build and run your agent system locally and easily move to a distributed system in the cloud when you are ready.