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New Features

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Enterprise Observability (—enterprise flag required)

Comprehensive monitoring and analytics for agent executions:
  • Distributed Tracing - OpenTelemetry integration with ClickHouse storage for detailed execution traces across all agent and workflow operations
  • Intent Classification - Unsupervised clustering system using HDBSCAN to automatically categorize and analyze user question patterns
  • Trace Visualization UI - Full-featured React-based interface with waterfall charts showing execution timelines and cluster maps for pattern analysis
  • Performance Insights - Monitor system performance, identify bottlenecks, and understand user behavior through comprehensive trace data
  • CLI Management - New CLI commands for managing intent classification and observability features
  • IDE Integration - Access observability dashboard directly from the Oxy IDE by clicking on the Observability section
Enable observability with: 
oxy serve --enterprise
This feature provides enterprise users with deep visibility into agent execution patterns, helping optimize performance and understand how users interact with the system.

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Optimized Query Results for Large Databases

Performance improvements for handling large result sets:
  • Parquet-Based Storage - Query results now stored in efficient Parquet file format instead of full JSON arrays in memory
  • Virtualized Table Rendering - New VirtualizedTable component with lazy loading for smooth interaction with large datasets
  • Streaming API - Result file storage API endpoints enable streaming large result sets without memory constraints
  • Enhanced Table Features - Built-in sorting, column resizing, and pagination for better data exploration
  • Backward Compatible - Supports both new Parquet file format and traditional result arrays
This optimization significantly improves performance when working with queries that return millions of rows, reducing memory usage and improving UI responsiveness.

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Platform Improvements

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Dependencies Update

  • Latest Versions - Updated Rust and all dependencies to latest versions for improved performance and security