Version 1.1.0

Conversational AI 25.3.2.2

Improvements

Agent Widget

• Improved session handling with partitioned cookies: Introduced partitioned cookies to enhance session management. This improves session stability, prevents cross-site tracking issues, particularly in browsers with strict cookie policies (e.g., Chrome's third-party cookie restrictions).

KD package Installer

• Added chatbot database initialization progress logs: Introduced detailed logging during chatbot database initialization in the Knowledge Discovery installer. Logs now display progress stages, timestamps, and status messages, improving visibility and troubleshooting capabilities for on-prem deployments in air-gapped environments.

Internal Improvements

• Code quality and stability enhancements across chatbot and voicebot components.

Bug Fixes

Chatbot Widget

• Fixed widget size reset on scroll (desktop): The chatbot widget no longer unexpectedly resizes when users scroll the page on desktop browsers. This ensures a consistent, stable widget experience during interactions.
• Fixed input text color in dark mode: Corrected text color rendering in the chatbot input field when dark mode is enabled, improving readability and visual consistency.
• Fixed link clickability issue: Resolved a bug where links in chatbot messages were not clickable due to the "scroll to bottom" button overlaying message content. Users can now interact with all links in chat history without obstruction.
  Agent Widget

Admin Panel

• Fixed GenAI response statistics display: Corrected the display of statistics related to generative AI responses in the Reports / Chatbot / Usage section. Metrics now accurately reflect GenAI usage, enabling better monitoring and analysis of AI-driven interactions.

AI Core 1.1.21

New Features

Integration Capabilities

• Microsoft SharePoint Connector: Support for Action Credits consumption model
• AWS S3 Source Support: Integration with S3-compatible storage solutions for document retrieval
• Apache Shibboleth SSO: Single sign-on integration for enterprise authentication

M42 Platform Integration

• M42 Nest Billing Integration: Support for Action Credits consumption model
• M42 Enterprise RBAC: Document scope limitation based on user permission profiles
• M42 Enterprise CI Support: API integration for Tickets, Announcements, and Services
• M42 Pro REST API: Native REST API support within JavaScript tools with automated discovery

Document Processing

• Structured Data Extraction: Advanced data extraction with query capabilities optimized for range-based operations where SQL outperforms embeddings or full-text search
• Structure-Aware PDF Splitting: Intelligent PDF document segmentation based on document structure
• LLM-Based Chunking: Semantic document chunking based on contextual meaning rather than structural boundaries or character count
• Automated Link Downloader: Dynamic website content fetching to provide contextual awareness of the user's current browsing session

LLM Support

• Mistral.AI Integration: Added support for Mistral.AI language models

Improvements

RAG and Content Management

• Tool Integration in RAG Mode: The model now intelligently determines whether to utilize RAG for answering queries or invoke tools for data access, including REST API consumption
• Multi-Database RAG Support: Introduced the ability to maintain separate RAG sources, enabling segmentation by audience or use case
• Cross-Engine Context Preservation: Implemented seamless conversation continuity when transitioning between different chat engines
• Improved Query Condensing: Enhanced handling of extended conversations that exceed LLM context limits, with optimized RAG document selection throughout the conversation lifecycle

Security and Administration

• Secrets Management for JavaScript Engine: Implemented secure environment variable access through getters in JavaScript sandbox, preventing exposure of sensitive credentials in source code
• Automated Log Retention Policies: Added configurable chat transcript retention with automated conversation removal capabilities
• Knowledge Base Administrator Role: Introduced new limited-privilege administrative role for UI management
• Rate Limiting and IP Whitelisting: Enhanced network security controls for access management
• Comprehensive Audit Logging: Detailed tracking of administrative actions within the UI

Performance and Accuracy

• Reranking Optimization: Refactored the reranking logic for improved RAG performance
• Token Counting Precision: Enhanced accuracy in calculating document and message lengths for context window management
• Extended Metrics API: Expanded API endpoints for system metrics and monitoring

User Interface

• Logs and Audit Section: New dedicated UI section for log review and audit trail examination

Bug Fixes

• Resolved performance and search issues in log browser functionality
• Implemented a fallback mechanism for missing session headers from client requests
• Corrected keyword extraction in full-text search for specific model configurations
• Fixed parsing errors with certain DOCX formatting specifications
• Prevented log overflow when recording tool execution traces
• Resolved silent failure scenarios in Distiller when the LLM API becomes unresponsive

Version 1.0.20250925.1 

The 1.0.20250925.1 release is the initial version of the Knowledge Discovery for End Users extension.