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At Labellerr, we continue to streamline data annotation pipelines to help AI teams annotate faster and with greater accuracy. This month, we are excited to release improvements to data freshness and observability for annotation projects. Here’s what’s new.

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1. Instance Metrics Analytics Screen

Users can now view detailed annotations usage metrics for any project on a new analytics screen, helping them monitor the annotation process with full visibility. Key Capabilities:
  • Detailed Annotation Metrics: Track annotation usage and progress per project
  • New Analytics Screen: Dedicated view for monitoring annotation workflows
  • Project-Level Visibility: See exactly how your annotation projects are performing

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2. On-Demand Project Reindexing

Teams can now trigger a reindex for any project via a new button on the UI, instantly refreshing search results and ensuring data stays up-to-date without manual database work. Key Capabilities:
  • Instant Search Refresh: Reindex on demand to update search results immediately
  • No Manual Database Work: Eliminates the need for backend intervention
  • UI-Triggered: Simple button click to initiate reindexing

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Why It Matters

These updates focus on two key pillars of annotation efficiency:
  1. Observability: The analytics screen gives teams full visibility into annotation progress and usage metrics, enabling better project management.
  2. Data Freshness: On-demand reindexing keeps search accurate and up-to-date without admin overhead or manual database operations.
Together, these enhancements help computer vision teams maintain accurate search results and monitor annotation workflows effectively.

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FAQs

Q1. How do I trigger a project reindex? Use the new reindex button on the project UI to instantly refresh search results for that project. Q2. What metrics are available on the analytics screen? The analytics screen shows detailed annotation usage metrics including progress tracking, annotation counts, and project-level usage statistics. Q3. Is reindexing automatic or manual? Reindexing is now on-demand and manual — you trigger it via the UI button when you need search results refreshed.