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…g unused agents, and updating documentation for clarity
…r improved tool management and clarity; update related documentation and examples accordingly.
…cy and clarity; ensure ToolNode initialization is validated before skill setup.
…rganization - Moved agent imports to the end of the __all__ list for better readability. - Ensured consistency in the order of exports by grouping tools and agents separately.
- Introduced MemoryConfig, UserMemoryConfig, and AgentMemoryConfig for managing user and agent memory. - Updated Agent class to accept MemoryConfig and handle memory initialization. - Added user_memory_tool and agent_memory_tool for model-facing memory operations. - Refactored memory handling in the agent to support preload and search functionalities. - Enhanced tests to cover new memory configurations and tool behaviors. - Created MemoryPlan.md to outline the new memory architecture and implementation strategy.
…afe arithmetic calculations
…d clarity; remove unnecessary dynamic imports.
…ry handling; enhance long-term memory prompts and version bump
…memory tool imports for improved organization
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This pull request refactors the way tools are configured and injected into the
Agentclass, moving from the previoustoolsparameter to a new, more flexibletool_nodeparameter. It also introduces first-class support for agent-level memory integration and improves error handling for tool resolution. The changes clarify the API, simplify the code, and enhance extensibility for advanced use cases.Tool configuration and API refactor:
Agentclass now accepts atool_nodeparameter, which can be aToolNodeinstance or a string referencing a named graph node, instead of the previoustoolsandtool_node_nameparameters. This makes tool wiring explicit and more flexible, both for inline and graph-based workflows. [1] [2] [3] [4]_setup_toolsmethod inAgentExecutionMixinis updated to normalize and handle the newtool_nodeparameter, supporting both direct instances and lazy DI resolution via string names.get_tool_node()method now simply returns the agent-ownedToolNodeif configured.Agent memory integration:
memoryparameter (of typeMemoryConfig) in theAgentconstructor and initializing it via the newAgentMemoryMixin. This enables long-term memory tools and system prompts to be injected into the agent. [1] [2] [3]Improved error handling:
RuntimeErrorif the referenced node is missing or not aToolNode, instead of logging a warning and continuing. This prevents silent failures and surfaces misconfigurations early.Documentation and examples:
Agentclass docstring and usage examples are updated to reflect the newtool_nodeAPI, including both inline and named ToolNode patterns, and to clarify the role of thememoryparameter. [1] [2] [3] [4]Cleanup and modernization:
toolsparameter are removed, and type annotations are modernized for clarity and correctness. [1] [2]These changes modernize the agent interface, improve reliability, and lay the groundwork for more advanced agent memory and tool composition features.