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feat(ai): add agentic tool-calling loop with search_knowledge, create_note, add_graph_node tools #293

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feat(ai): add agentic tool-calling loop with search_knowledge, create_note, add_graph_node tools #293

fix(ai): convert components to function declarations and inline tool …
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