December 2025 – 3

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.