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December 2025 - 3

We are pleased to announce the release of the OracleChat Agentic System Version 1.0, a major AI-driven enhancement to the BluB0X platform that significantly improves how users interact with building and platform data.

Release Overview:​

Release Version: 1.0 Release Date: December 2025 Target Users: BluB0X Platform Role Users Platform: Azure Functions (Python 3.11)

Executive Summary:​

The OracleChat Agentic System introduces an intelligent, multi-agent architecture that autonomously reasons over user queries and dynamically selects the appropriate tools. It seamlessly combines SQL-based database queries with document-based RAG (Retrieval-Augmented Generation) to deliver accurate, contextual, and real-time responses.

Key Highlights:​

  • Intelligent Agent System: Autonomous reasoning to select the right tools per query

  • Multi-Source Intelligence: Unified SQL + RAG-based answers

  • Real-Time Streaming: Live progress and response streaming via SignalR

  • Specialized Agents: Building-level Agent & BluSKY Platform-level Agent

  • Advanced Tools:

  • Building SQL Tool

  • Device SQL Tool

  • Building RAG Tool

  • BluSKY Platform RAG Tool

  • Enhanced Security: Read-only DB access, query validation, safety controls

  • Production-Ready: Dockerized deployment with comprehensive testing

PBIs Delivered (Summary):​

All planned PBIs for this release have been successfully completed, including:

  • Basic Agentic System Implementation - Autonomous tool selection for complex queries
  • Real-Time Frontend Integration - Progressive updates and live status messages
  • Device-Specific Intelligence - Deep insights into access control, cameras, elevators, intercoms, and more
  • Platform-Level Intelligence - Queries across BluSKY features, tickets, and documentation
  • RAG Pipeline v1 & Deep RAG - Accurate, cited, and context-aware documentation answers
  • Content Classification Enhancements - Improved handling of documents with images
  • Critical Fixes & Validation - Robust error handling and validation
  • RAG Status Tracking & Intelligent Chunking - Better indexing visibility and relevance
  • Dead Letter Queue Handling - Reliable capture and reprocessing of failed requests

What Can You Ask?​

Building Agent Examples

  • “How many occupants are in this building?”
  • “List all cameras on Floor 2.”
  • “Find persons in the IT department and their access rights.”

BluSKY Agent Examples:​

  • “How does BluSKY handle visitor management?”
  • “What are the latest BluSKY platform features?”
  • “Explain BluSKY’s access control capabilities.”

Security & Compliance:​

  • Read-only database access
  • SQL injection prevention and query sanitization
  • Building-scoped data access
  • Enterprise-grade security and compliance controls

Documentation & Support:​

A comprehensive documentation suite is available, covering system architecture, agent behavior, APIs, security configuration, and onboarding guides.