DocFS turns documents into file systems so VLM agents can reason over them

_reachsumit · x · 2026-11-13

DocFS proposes file systems as agentic reasoning environments: complex multimodal documents are converted into folder hierarchies mirroring the document's structure, letting VLM agents locate evidence for complex document QA using standard navigation, search, and read tools.

The core idea: reframe long-document understanding as file-system operations agents already excel at, replacing one-shot long-context ingestion with spatial structure.

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