Dropbox built a context engine for Dash that prioritizes index-based retrieval over runtime API calls. The architecture pre-processes and indexes content from connected applications, uses knowledge graphs to model relationships, and consolidates tool access to avoid context window bloat. The team uses DSPy for prompt

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