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New Features

Asynchronous Column Computation for SmartTables

  • Performance Enhancement: Introduced background processing for column computations in SmartTables
  • Capabilities:
    • Start, monitor, and cancel long-running computation jobs
    • Real-time job status tracking and polling
    • Improved UI responsiveness during data processing
    • Job management with listing and cancellation options

Real-Time Chat with Server-Sent Events (SSE)

  • Major Infrastructure Upgrade: Replaced polling mechanism with Server-Sent Events for instant message updates
  • Features:
    • Real-time message delivery without page refresh
    • SSE connection status indicator in chat panel
    • Automatic reconnection handling
    • Reduced server load compared to polling

Knowledge Base Settings Management

  • New Feature: Comprehensive settings management for Knowledge Base configuration
  • Capabilities:
    • Centralized knowledge base settings configuration
    • Bulk apply settings to all documents
    • Fine-grained control over knowledge base behavior
    • Enhanced document management and organization

Access Tags for Knowledge Base Documents

  • Security Enhancement: Dual tag system for granular access control
  • Features:
    • Allow-only and allow-none tag types for precise access control
    • Tag-based document filtering and search
    • User and document tag management
    • Enhanced security for sensitive content

Custom LLM Iterator Support

  • AI Model Enhancement: Added custom iterator configuration for LLM models
  • Benefits:
    • Flexible model iteration strategies
    • Enhanced AI model customization options
    • Better control over model behavior and responses

AI Model “Thinking” Capabilities

  • Advanced AI Feature: Introduced thinking support for AI models
  • Capabilities:
    • Configurable thinking budgets for models
    • Option to include or exclude thoughts in responses
    • Enhanced AI reasoning transparency
    • Improved model introspection and debugging

Enhanced MCP (Model Context Protocol) Support

  • Integration Improvement: Expanded Model Context Protocol capabilities
  • Features:
    • SSE transport support for MCP toolkits
    • OAuth authentication configuration
    • Enhanced MCP toolkit management
    • Better integration with external services

Improvements

SmartTables SDK Enhancements

  • Enhanced Data Types: Extended Filter.value to support string, number, boolean, and null types
  • Export Improvements: Better handling of default values in column export transformations
  • Job Management: Integrated comprehensive job management system

Chatbot Widget Updates

  • Authentication Flow: Enhanced anonymous authentication handling and session management
  • Token Management: Added validation and refresh token checks

User Interface Enhancements

  • Chat Experience: Seamless real-time messaging with SSE status indicators
  • Knowledge Base UI: New settings tab for knowledge base configuration
  • Model Administration: Enhanced super admin interface for model configuration
  • Tag Management: Improved tag editing modal with dual tag selection