Knowledge Management
Box AI enterprise content agent
Box built an enterprise content agent that searches, synthesizes, and reports across permissioned document libraries.
Author: Sofia Sulikowski
What was done
Box Agent, part of Box AI, uses a parent-child Deep Agents architecture to search across enterprise content, synthesize findings from multiple documents, and generate reports while respecting Box permissions. The global parent agent can answer simple requests directly or spawn child agents for parallel search, rubric retrieval, spreadsheet Q&A, and synthesis. Middleware handles citations, prompt caching, context management, and communication between agents.
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Deep Agents
LangChain
RAG
Vector Search
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