Release Notes

Interface & Experience

• Application-Wide Visual Refresh — Updated themes, cards, lists, ownership indicators, navigation, and responsive layouts for a more consistent experience.See page

Organizations & Administration

• Unified Administration Experience — Manage users, tasks, connectors, AI providers, MCP servers, plans, billing, and quotas from consistent organization, team, and platform workspaces.See page
• Improved User Management — Redesigned platform and organization user pages with clearer account, team, plan, and quota information.See page
• Granular Resource Access — Configure sharing, activation, ownership, and default resources across users, teams, organizations, and platform scopes.See page
• Plans, Billing & Quotas — Manage pricing plans, storage allowances, AI consumption, and connector quotas with organization-level enforcement.See page
• Organization Analytics & Statistics — Monitor engagement, provider consumption, MCP usage, credits, storage, and platform and organization activity through clearer, more consistent and expanded administration dashboards.See page
• Custom Organization Login Pages — Provide organization-specific login experiences with custom branding and OAuth configuration.See page
• Broadcasts & Maintenance Notices — Send platform or organization announcements through configurable delivery channels and display scheduled maintenance information.See page

AI Assistants & Conversations

• Redesigned Assistant Experience — Create, configure, browse, and manage AI Assistants through refreshed editing pages, library cards, and resource views.See page
• Assistant Ownership Transfer — Transfer ownership of assistants and other supported resources while preserving their configuration and access.See page

MCP & Tool Calling

• Image Generation — Generate images directly within QAnswer conversations using compatible AI models and tools.See page
• Improved Web Search — Use live web information and URL content to produce more current, source-backed answers.See page
• MCP in Report Generator — Use MCP tools directly inside report-generation workflows.See page

AI Models & Providers

• Expanded Provider Support — Added LiteLLM Proxy, vLLM, and hosted-vLLM options for flexible cloud and on-premise deployments.See page
• Provider Presets — Create LLM and embedding providers faster using ready-to-use presets and progressive preset loading.See page
• Prompt Caching — Enable model prompt caching to improve performance and reduce repeated processing.See page
• Improved Provider Testing — Test connections through a consistent interface with clearer diagnostic messages.See page

Connectors & Document Processing

• On-Premise SharePoint Connector — Connect on-premise SharePoint environments and index clean content from SharePoint pages and documents.See page
• Advanced Audio Transcript Editing — Edit transcript segments, manage speakers, navigate a timeline, follow active words during playback, and retranscribe sections of the audio as needed.See page
• Per-File Vision Extraction — Choose which Google Drive and SharePoint files should use LLM-based visual document extraction.See page

API Access & Integrations

• Redesigned API Keys — Create and manage API keys through a clearer interface with improved loading, expiry, scope, and organization handling.See page
• Dynamic OAuth Providers — Configure OAuth providers and accepted email domains without relying only on static deployment settings.See page