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Tomasz
Tomasz

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OpenSparrow v2.7 – Enhanced RAG, rebuilt admin UI, and Automations (beta)

v2.7 is out. This release focuses on AI improvements, a major admin UI overhaul, and the first iteration of workflow automations.

RAG enhancements
The AI module got a significant upgrade. Better document parsing, improved query handling, and now Ollama connections support SSL verification toggle — useful if you're running it locally with custom certificates.

Admin panel redesign
The admin UI has been completely rebuilt with:

  • Card-based editors for cleaner form layouts
  • Inline item panel for faster configuration
  • Refactored styles and improved visual hierarchy
  • Inner-tabs for better information organization

Automations (beta)
We're introducing workflow automations — still early, but usable. You can create if-then rules with:

  • OR group logic for complex conditions
  • 3 action types to start
  • Run log to track executions
  • User picker for assignment actions

This is beta. Expect improvements in v2.8.

Security & quality

  • CSP nonces and XSS hardening across the admin panel
  • Unified session enforcement and role checks
  • Expanded Cypress E2E test suite to 12 spec files (~300 tests) — fixed 3 flaky tests

One-click deployment
Deploy to Render or Railway directly from GitHub — no manual server setup needed.

Other improvements

  • Server-side search with load-more pagination
  • Row cap for large tables (configurable)
  • Better CSV import with delimiter and encoding options
  • Improved malformed data parsing

Following this series?

OpenSparrow v2.6 – AI-powered search (RAG), bulk operations, and keyboard shortcuts

OpenSparrow v2.3 – visual admin panel, zero dependencies, now with ERD and M2M support

OpenSparrow – open-source admin panel builder, zero dependencies, v2.1 just dropped


Websites

opensparrow.org
github.com/wrobeltomasz/open-sparrow
demo.opensparrow.org

What AI features would be useful in your own projects? Drop your thoughts in the comments.

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