Initial System Architecture Design

planningChallenge

Prompt Content

Design a high-level LangGraph architecture for your Personal Knowledge Agent. Define the core nodes (e.g., Ingestion, Reasoning, Tool_Execution, Response_Generation) and the transitions between them. Consider how multimodal RAG and extended thinking will be integrated into this graph. How will adaptive reasoning budgets be managed within this flow?

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