New Features — Major functionality and tools added to enhance your experience.
Improvements — Design, speed, and performance optimizations.
Fixes & Deprecations — Resolved issues and notices for outdated components.
Default Organization Assistant
Organizations can now configure a Default Organization Assistant that is automatically assigned and managed at the organization level, with dedicated retrieval endpoints and assignment logic.
Global Datasets & Excel/CSV Upload Support
Datasets can now be shared and reused across evaluations globally. Excel and CSV dataset uploads are now supported, simplifying the process of importing evaluation data.
Combined Evaluation Results Across Environments
Evaluation results and responses from both production and staging assistants can now be combined and analyzed together for richer comparative insight.
RTL/LTR Language Support
Right-to-left and left-to-right language support has been added, automatically setting text direction for rendered markdown content to improve usability for multilingual users.
Drag-and-Drop Sidebar Navigation
The left navigation sidebar now supports drag-and-drop for favorite and recent assistants, alongside improved spacing, icon sizing, and overall navigation experience.
Billing Integration & Billable Event Tracking
Billing integration has been added for agent creation workflows, query-dimension billing, and billable event tracking for user and team creation.
Fixed evaluation routing to consistently open the correct production assistant.
Fixed cookie handling during organization switching, including rollback on failure.
Fixed multiple failing tests across sidebar, evaluation, embed mode, and assistant management features.
Fixed dark mode styling issues for streaming content, textarea focus states, syntax highlighting, thought process timelines, hover states, and scroll-to-bottom controls.
Fixed assistant status and visibility handling in advanced sheets and publish workflows.
Fixed publish modal labels, toast messages, and related UI text.
Fixed feature flag retrieval to use targeted API calls instead of fetching all flags.
Fixed sidebar spacing, icon sizing, and layout inconsistencies.
Fixed logout fallback handling and consistency token behavior.
Fixed assistant creation and environment-related navigation issues.
Fixed URL handling for evaluation pages.
Fixed evaluation run version reporting to correctly distinguish between production and staging assistants.
Reverted DTO-related changes for agent response endpoints due to compatibility issues with the response service.
Fixed migration head issues in the evaluation service.
Updated dependencies and package requirements across platform services to support latest stability improvements.
Pinned critical dependency versions (mako, tqdm) in the Guardrail Service to prevent supply chain inconsistencies.
Improved signal handling logic for more reliable service lifecycle management.
Updated CI/CD and environment configurations to support safer and more consistent deployments.
Sidebar Search & Global Search Enhancements
A new sidebar search experience makes it easier to find chats and assistants, while global search has been improved with better accuracy, clearer navigation, result counts, shortcuts, and more helpful empty states.
Tagging, Badges & Content Organization
Tags and agent badges have been added to help organize content more effectively and make agents easier to identify and categorize.
Usage & Insights
A new Usage section has been added to settings, giving users better visibility into activity and feature usage.
Memory & Synchronization Improvements
User memory synchronization has been expanded with dedicated endpoints, scheduled background processing, and improved synchronization accuracy to support more context-aware responses.
Multi-Tenant SSO Support
Microsoft authentication now supports multi-tenant SSO with automatic tenant detection for a smoother sign-in experience.
Evaluation & Red Teaming Enhancements
Evaluation and red teaming workflows now support batching, tagging, commenting, status tracking, enhanced tracing, safety badges, and improved reporting for deeper visibility into quality and safety metrics.
Several issues were resolved across search, navigation, cloning, authentication, configuration updates, retrieval, and evaluation workflows.
Document retrieval now handles 403 and 404 scenarios more reliably.
Setup locking issues in the response service were fixed to improve initialization flow.
Authentication issues with external integrations, including HubSpot and Sentry, were resolved.
Filtering inconsistencies, dataset mapping issues, and evaluation persistence problems were corrected.
Fixed agent access issues after cloning under staging conditions.
Resolved transport and API specification inconsistencies across multiple services.
Corrected validation error messaging and query count mismatch issues.
Fixed UI regressions related to layouts, rendering behavior, and report alignment.
Applied important dependency upgrades to address known vulnerabilities across platform services.
Resolved critical and high-severity vulnerabilities, including Next.js, LangChain, and container-level CVEs.
Improved system stability, connection handling, and deployment reliability across services.
Updated Docker, pipeline, and CI/CD configurations to support safer and more consistent deployments.
Advanced Search, Sorting & Filtering
Discover and manage content more easily with new advanced search, sorting, and filtering capabilities across the platform.
Google Drive Integration
Access and manage your external documents and files directly through a new Google Drive integration with improved, more secure permission handling.
Document Preview Support
Preview web links, Word documents, PowerPoint presentations, and PDFs directly within the platform for easier access and collaboration.
Real-Time Calling & Conversation Management
A new real-time calling experience is now available, alongside improved conversation management for a more seamless communication workflow.
Enhanced AI Agent Experiences
Improved interaction flows, streaming responses, and dynamic event handling for a more capable and responsive AI agent experience.
Resolved multiple issues affecting document management, integrations, filtering, and retrieval workflows.
Fixed rendering and download inconsistencies across supported document formats.
Improved reliability of external integrations and authentication-related flows.
Addressed edge cases and stability issues impacting overall platform performance.
Applied security, validation, and permission-handling improvements across the platform.
Word & PowerPoint File Viewing
You can now open and view Word and PowerPoint files directly within the platform, without needing to download or switch between external tools.
Audio Playback with Visual Waveforms
A new audio playback experience is now available, featuring visual waveforms and playback controls for a richer, more immersive multimodal interaction experience.
Dark Mode
A new dark theme is now available, providing a more comfortable viewing experience, especially in low-light environments.
Expanded Integrations
You can now connect with more external tools, including HubSpot, Canva, and Zendesk, enabling smoother workflows across platforms.
Improved conversation starters and custom instruction options to help you get useful responses more quickly.
Faster chat, search, and workflow performance, delivering quicker responses across the platform.
Smoother live interactions, including chat and voice sessions, for a more seamless real-time experience.
Refined chat input, threading, and sidebar interactions for a more stable and consistent user experience.
Better notification management, with clearer and more meaningful email updates.
Improved system stability to maintain consistent behavior even during high usage.
Deep Agent (Preview)
A new assistant pattern that plans, delegates, and executes complex tasks more effectively.Enables structured planning by splitting requests and assigning them to specialized subagents.
Can analyze structured data (including Excel attachments), generate charts, and produce end-to-end outputs such as DOCX, Markdown, LaTeX, and other artifacts.
Memory
Assistants can now retain context within a chat thread, remembering instructions such as writing style, preferences, or prior information, so conversations stay consistent, personalized, and more effective.
Navigation is simpler, and messages are clearer when content or threads are unavailable.
Interfaces have been polished—buttons, menus, labels, and spacing are now cleaner and easier to follow.
Workflows are guided, making it easier to complete tasks without confusion.
Chat messages and documents are easier to read, organize, and interact with.
Chats, searches, and workflow actions are now quicker, giving you faster responses.
Background tasks run more smoothly, reducing delays and errors.
The platform stays stable even during heavy usage or when many users are active.
You can tag and comment on results to track work or share feedback.
Improved overall performance, resulting in faster responses during chats, searches, and workflow actions.
Enhanced real-time streaming for smoother and more seamless interactions.
Improved navigation with clearer error messages and better handling when content is unavailable or restricted.
Refined user interface elements, including tooltips, labels, icons, dialogs, and settings, for a cleaner and more consistent experience.
Improved permission visibility and access clarity, making it easier to understand roles and content access.
Improved overall platform responsiveness with faster data processing and smoother real-time interactions.
Refined navigation and page handling to provide clearer guidance when content is unavailable or restricted.
Introduced guided workflows and contextual instructions to help users navigate key features more confidently.
Improved layouts, styling, icons, and typography for a more polished and consistent interface.
Enhanced chat, document handling, and sharing experiences for smoother collaboration.
Improved notification and email reliability so important updates are delivered more consistently.
Strengthened platform security with improved protections and safer input handling.
Updated workflow navigation for smoother movement across the platform.
Improved layout consistency and visual design for a cleaner, more polished experience.
Refined chat functionality, including better handling of threads and organization switching.
Improved message input fields to handle longer text more smoothly.
Enhanced tracking of user activity and revision history for clearer visibility into changes.
Strengthened platform security with improved input validation and updated protections.
Improved workflow performance, making navigation, lists, filtering, and sorting faster and more responsive.
Refined user interfaces to be cleaner and more intuitive, reducing clutter and improving ease of use.
Enhanced notifications and alerts so they are more relevant and helpful during everyday usage.
Improved overall platform stability to reduce interruptions and ensure smoother interactions.
Refined embedded experience with more consistent behavior inside iframes and cleaner, more relevant UI elements.
Improved chat scrolling and workflow tables for smoother and more predictable interactions.
Enhanced platform security with stronger access controls and authentication checks to ensure safer usage.
Improved overall responsiveness and reliability through performance optimizations across the platform.
Improved system visibility and stability through better logging and cleanup of existing workflows.
Improved document synchronization, making file updates faster and more accurate.
Enhanced workflows and pipelines to provide more consistent and reliable execution.
Updated the user interface to improve pagination, filtering, and evaluation views for easier navigation and usability.
Strengthened overall platform security to provide a safer experience for users.
Improved overall platform performance and reliability, especially for complex workflows.
Enhanced multi-agent conversations with smoother flow and better context handling.
Improved chat history and document tracking for more consistent interactions.
Refreshed parts of the user interface, including navigation elements, for a cleaner and more polished experience.
Enhanced conversation understanding, making greetings, follow-ups, and general queries feel more natural.
Improved file and document handling for more accurate content understanding.
Optimized chat history processing to ensure past conversations better inform future responses.
Made reliability and stability improvements to ensure faster and smoother interactions across the platform.
