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Local Files and Context

OMNI uses a file-first, session-scoped local context model.

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Primary OMNI Pattern

  1. Upload files in chat
  2. Run extraction pipeline (/api/files/init, upload, /api/files/complete)
  3. Inject extracted text/tables into message parts
  4. Use skills/tools for structured analysis

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Supported Analysis Flows

  • PDF analysis
  • DOCX analysis
  • XLSX/table analysis
  • Mixed file + market context synthesis

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When to Prefer This Path

Use local-file context for:
  • Proprietary research documents
  • Earnings decks and transcripts
  • Model exports and diligence packets

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When to Prefer Sources/APIs

For repeatable recurring workflows, source/API integrations are more robust than repeated file uploads.