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Add Vision SDK to Q2 2026 Roadmap#326

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kovtcharov merged 1 commit intomainfrom
kalin/vision-sdk-roadmap
Feb 10, 2026
Merged

Add Vision SDK to Q2 2026 Roadmap#326
kovtcharov merged 1 commit intomainfrom
kalin/vision-sdk-roadmap

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Summary

Adds Vision SDK to the Q2 2026 roadmap with comprehensive planning documentation.

Changes

  • New plan document: docs/plans/vision-sdk.mdx with 7 validated use cases
  • Roadmap update: Position Vision SDK in Q2 2026 (after MCP Docs Server)
  • Navigation: Add to Plans section in docs/docs.json

Vision SDK Overview

A unified document processing pipeline that consolidates fragmented vision capabilities across GAIA. Enables developers to process any document type (medical forms, legal logs, technical manuals, receipts, etc.) using VLM-powered OCR running locally on AMD hardware.

Key capabilities:

  • Multi-page processing (1 to 1,200+ pages)
  • Table and visual element extraction
  • Handwriting recognition (validated)
  • Structured data extraction with schemas
  • Batch processing and expense reporting
  • Seamless RAG integration

Impact:

  • Reduce vision agent code by 60% (EMR: 1,500 → 600 lines)
  • Enable document automation workflows
  • Support legal/medical/technical document processing

Related

Validation Use Cases

  1. Medical Forms (EMR Agent)
  2. Legal Compliance (Driver Logs)
  3. Technical Manuals (RAG Q&A)
  4. Batch Receipts (Expense Automation)
  5. Business Cards (CRM Integration)
  6. ID Cards (KYC Compliance)
  7. Bank Statements (Financial Analysis)

Testing

  • No code changes in this PR (documentation only)
  • Plan documents reviewed and approved
  • Navigation verified in docs structure

- Add Vision SDK plan document with 7 validated use cases
- Position in Q2 2026 roadmap after MCP Docs Server
- Add to Plans navigation in docs.json
- Link to GitHub issue #325

Vision SDK will consolidate fragmented vision capabilities into unified
document processing pipeline supporting medical forms, legal compliance,
technical manuals, expense automation, and more.
@github-actions github-actions bot added the documentation Documentation changes label Feb 9, 2026
@kovtcharov kovtcharov requested a review from itomek-amd February 9, 2026 09:46
@kovtcharov kovtcharov self-assigned this Feb 9, 2026
@kovtcharov kovtcharov added this to the v0.15.4 milestone Feb 9, 2026
@kovtcharov kovtcharov enabled auto-merge February 9, 2026 09:57
@kovtcharov kovtcharov added this pull request to the merge queue Feb 9, 2026
Merged via the queue into main with commit 0af6fa2 Feb 10, 2026
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@kovtcharov kovtcharov deleted the kalin/vision-sdk-roadmap branch February 10, 2026 00:21
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