New Features 🚀​

Agent To-Dos [Preview]​

Agents can now break a request down into a task list and work through it step by step, reporting progress as each item is completed. This makes long, multi-step executions easier to follow.

This feature is currently in preview.

User Choices [Preview]​

Agents can now pause and ask the user to pick from a set of options before continuing. The choices are presented as selectable buttons in the conversation, enabling richer interactions and ease of use. Available in the Chat Widget and the Serenity* AI Chat. See Human-in-the-loop for integration guides.

This feature is currently in preview.

Agent Onboarding​

The onboarding flow now recommends the agents that best fit your organisation's profile, so a new tenant can start from a relevant set of agents rather than from an empty workspace. Pick the ones you want and they are created in your tenant, ready to use.

Agents that come with supporting functionality, such as workflows or supporting agents, can now be configured through a step-by-step flow when you get them from the Store. Making it faster to set up and ensures no required configuration is left out.

Inference Endpoints for All Models​

OpenAI-compatible inference endpoints are now available for every model in the catalogue, so any model can be called directly from your own code with the same interface.

OpenAI Privacy Filter​

The OpenAI Privacy Filter is now fully available as an AI Service. Instead of hosting your own implementation, you can call our hosted Privacy Filter directly to detect and redact personal data such as names, addresses, emails and phone numbers, either one text at a time or in batches.

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Enhancements ✨​

Request Access to Connectors​

When a connector is not enabled for your company, users can now request its activation from within the platform. Administrators review and approve the request, which complements the connector policies defined in the Compliance Center.

Comments on Message Feedback​

Feedback on an agent message can now include a comment explaining the rating, instead of only a positive or negative signal. Available in the Chat Widget, the Serenity* AI Chat and the feedback endpoint.

Reasoning Effort and Output Format in Proxy Agents​

Proxy agents now accept the reasoning effort and the response format parameters, keeping compatibility with the OpenAI request schema and giving you control over structured outputs and how much the model reasons.

Cost Savings in Billing​

The billing screens now report the savings obtained through your plan, the credits billed to your Serenity* account and the estimated usage when the Bring Your Own Key feature is in use.

Time to First Content​

Executions now report the time to first content, which measures how long a user waits before seeing the first part of a response. This complements total execution time when diagnosing perceived latency.

Active and Inactive Agent Versions​

Agent versions can now be activated and deactivated, so a version can be taken out of service and avoid unwanted use of stale versions.

Downloadable Knowledge Files​

Knowledge files can now be marked as available for download, which makes them accessible from citations so logged-in users or clients can open the cited file. Downloading files from citations is supported in the Chat Widget and the Serenity* AI Chat.

Files marked as available for download are also added automatically to the workbench session, so the agent can work with them directly.

Configure download availability through the knowledge metadata in the Agent Design Studio.

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Bug Fixes & Minor Improvements 🛠️​

• Knowledge sources can now be used as system parameters with {{system.knowledge}}.
• Improved error handling in the AI steps of the tenant onboarding.
• Improved error handling in the dynamic content generation of HTTP Request skills.
• Fixed the client-side colour configuration in the chat widget.
• Fixed an error that prevented quotas from being set on tenants without an assigned plan.
• Fixed an error in the discounts management screen that allowed 0% discounts to be added.
• Permission selectors no longer list system users such as api-key-user.
• Improved the pending changes indicator when sharing a version.
• Fixed an error that prevented a file from being uploaded to the dropzone if the same file had been uploaded, removed and uploaded again.
• Fixed the count of agents using a connection in My Connections.
• Added an endpoint to query the tenant's monthly usage.
• Fixed an error in Long Term Memory that generated two identical slugs.
• Improved texts, captions and calls to action across several areas of the platform.
• Improved the tooltips in the Agent and Cost Manager dashboards.
• Internal plugins are now hidden from the skills catalogue API.
• Fixed a null reference exception returned when executing the /conversation endpoint with an Activity Agent.
• Fixed an issue in the Inference Playground code editor that made the page unresponsive when streaming very long responses.
• Improved ElevenLabs vendor billing by using the Credit dimension.
• Fixed an error in WhatsApp when sending a PDF with no text in the user's message.
• Fixed an error in the datasets skill where a value was treated as required when it was not.
• Fixed an error in the manual renewal of a subscription that did not regenerate the tokens included in the plan.
• AI Service executions and workflow instances are now cleaned up based on the tenant's subscription plan settings.
• Compatible web search models now execute as provider server tools.

New Features 🚀​

Long Term Memory [Preview]​

Agents can now retain relevant information across conversations. Enable User or Agent long term memory from the Agent Design Studio: user memory retains context about each individual, while agent memory retains context shared across everyone who interacts with the agent. See Long Term Memory for the available configuration, and My Memories for how each user reviews what an agent stored about them.

This feature is in preview and requires the Long Term Memory feature in your subscription plan.

Skill Approvals​

Sensitive skills can now require explicit approval before they run. When the agent calls a skill marked for approval, execution pauses until the request is approved. See Skill Approvals for the available configuration.

Connector Policies​

You can now define which connectors are enabled for your company, controlling which external systems your agents and users can reach. Connectors excluded from the policy are unavailable across all agents and the Serenity* AI Chat. You can manage the policy from the Compliance Center.

Serenity* Apps​

Finance App​

Integrated with Holded, the Finance app provides a dashboard with key business metrics: current balance, expected cash flow to the end of the month, and upcoming expenses and income. An agent analyses the same data and reports the main insights alongside the figures.

Internal Knowledge Chat App​

The Internal Knowledge app provides a chat interface over your agent, with accompanying links and resources, from internal documents to external references. Answers are grounded only in cited text from your knowledge base, which suits areas such as HR or Quality that answer recurring questions based on written policies.

Media Content Generation App​

Generate content adapted to each platform, including LinkedIn, Twitter and Facebook, from a single brief.

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Enhancements ✨​

Bulk Operations on Knowledge​

The Knowledge section now supports bulk operations. Select several sources and reprocess, activate or remove them in a single action.

Users Onboarding​

You can now create users and groups directly from the onboarding flow. Groups are suggested automatically based on your organisation's preferences.

Cancelled Request Detail per Client​

Requests cancelled by the client are now reported in the instance detail, so they can be distinguished from failures when reviewing an execution.

Automatic Conversation Names in AI Chat​

Conversations in the Serenity* AI Chat are now named automatically, which makes earlier conversations easier to identify.

Agent Message Feedback via API​

Feedback on agent messages can now be submitted through the API, so quality signals can be collected from your own front end. See Submit feedback for an agent message in the API reference.

Reasoning Configuration in Serenity* AI Chat​

Reasoning detail can now be configured for the Serenity* AI Chat, defining how much of the model's reasoning is exposed to users.

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Bug Fixes & Minor Improvements 🛠️​

• Added a search box for the skills already loaded on an agent.
• The proportional consumption chart tooltips now also show the total.
• Input parameters created from the system definition are now created as optional.
• Serena now recommends templates.
• Fixed an error in the creation of the Trial Page.
• Improved and isolated the styles of the Pricing component used on the landing page.
• Fixed an error that prevented certain text documents from being processed (for example, Teams transcriptions downloaded in Word format).
• Implemented a more robust parser in the data obfuscation module for encoded line breaks.
• Isolated skills can now be executed by passing an explicit user connection.
• Chat widget allows for custom status messages to be defined during agent skill execution.
• Agent Quality Studio now lets you re-run an evaluation or analyse only part of it, so a single change can be verified without repeating a full run.

New Features 🚀​

AI Services​

Serenity* Star keeps expanding the AI Services available through its API, so your AI solutions can rely on the platform for more than agents alone.

Anonymizer​

The new Anonymizer service detects and obfuscates sensitive data in any text. You decide which categories to detect (person, address, email, phone number, dates and more), the confidence threshold for each one and the replacement label used to build its placeholder. The service returns the obfuscated text together with every entity it detected, and it runs in a secure local environment, so you can redact personal data before sending it to an external LLM.

Inference Playground​

The Inference service now comes with a playground, so you can test it straight from the web app. Choose a protocol, pick an example such as streaming or vision, and get instant responses without writing a line of code.

Serenity* Apps​

SEO Analysis​

The SEO Analysis app gives you an at-a-glance view of your site's exposure, together with insights into your SEO and GEO positioning. It surfaces actionable items so you can improve your position quickly and easily, without relying on an external agency.

Meeting Minutes​

The Meeting Minutes app turns a meeting transcript into structured minutes, covering what was discussed, the decisions taken and the action items that came out of them. Share the result with your team so nothing agreed in the meeting is lost.

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Enhancements ✨​

Execution Naming​

Agent instances are now named automatically, giving you the context of what happened in each conversation at a glance and making executions much easier to track on the grid.

Onboarding​

Company onboarding now lets you add relevant files and choose which skills are available in the AI Chat, all from a single simplified view.

Agent Reasoning Detail​

The new reasoning detail configuration lets you decide how much of your agent's reasoning is exposed, from short summaries to full explanations.

Only available on models that support reasoning.

New Agent Templates​

We have reworked how agent templates are offered, so you can start your AI journey with more powerful agents that take advantage of the full set of Serenity* Star features.

Knowledge Performance Improvement​

The agent Knowledge section has been optimised for large numbers of files. No more laggy screens, just a smoother working experience.

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Bug Fixes & Minor Improvements 🛠️​

• Fixed the autosize behaviour of the JSON output format field when an agent is loaded.
• Improved validation in the OCR service.
• Improved validation when uploading images for the chat widget icon, along with an informative caption describing the recommended image format.
• Fixed an issue where the permissions selector did not load users on Proxy agents.
• Agent permission policies are now applied to the OpenAI-compatible proxy endpoints.
• Improved dataset schema validation when replacing and appending tables.
• Fixed an issue when copying the Serenity* AI Chat channel on Chat agents.
• An invalid request body now returns a bad request error from the API instead of an internal server error.
• Added a new endpoint to retrieve the details of a conversation instance, with optional includes.
• Improved the feature validator when purchasing an agent from the store.
• Fixed an error when retrieving an agent version through the API when its skills had no AI models configured.

New Features 🚀​

Media Monitoring App​

The Media Monitoring App is a new addition to the Serenity* Apps catalog. An agent carries out daily media surveillance on your behalf and presents the results in a detailed dashboard covering relevant news, media updates and more.

With a purpose-built interface, competitive analysis and media trend exploration are easier than ever, with no prompt engineering required.

OCR Service​

A new dedicated AI Service brings AI-powered OCR to Serenity* Star. Extract text, tables, formulas and detailed information from image files, and feed the results straight into your AI Workflows.

Onboarding​

Setting up your organisation in Serenity* Star is now much simpler. Configure your company information, AI guidelines and more from a single guided flow, so your team starts from a well-configured workspace and gets more out of the platform's AI tools from day one.

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Enhancements ✨​

Agent Design Studio Performance Improvement​

The Skills section of the Agent Design Studio has been completely redesigned for optimal performance. No more sluggish UI when working with large numbers of skills and data.

Anthropic via Azure​

Anthropic models can now be used through Azure AI Foundry, either as your main model, as a fallback, or with your own API key.

Chat Widget​

The chat widget's floating action button can now be customised with your own image or GIF, so the agent on your website matches your branding.

​

Bug Fixes & Minor Improvements 🛠️​

• Improved the JSON extractor used on agent responses.
• Improved the JSON extractor's handling of Markdown links inside JSON content responses.
• Fixed an issue with Knowledge on Demand skills when the agent did not complete the relevant tags.
• Fixed access to the code snippets in the API Integration section for Activity and Chat agents.
• Fixed an encoding issue in Agentic RAG when the agent generated accented characters.
• Improved the preview feedback shown when a very large volatile knowledge file is uploaded and consumes the entire context window.
• Unsupported parameter warnings are now cleared when the model of an agent is changed.
• Improved the mapping of Anthropic vendor errors.
• Fixed a warning notification in the Copy to Clipboard in the agent instance details.
• Improved dataset schema validation when replacing and appending tables.
• Fixed an issue that prevented conversation starters from being used in the Agent Design Studio after changing the model.
• An email is now sent to the tenant whenever a renewal attempt fails.
• Fixed an issue where a green tick was shown in the agent's View More even when a skill had failed.
• UI improvements to the API key components for obfuscation and display.
• Improvements to the extra body implementation on the OpenAI-compatible endpoints.
• Fixed an issue when duplicating agents that had the AI Chat channel enabled.
• Fixed an issue in proxy agents that took max_completion_tokens as 0 when it was not explicitly sent in the request.

New Features 🚀​

Proxy Agents as OpenAI-Compatible Endpoints​

Serenity* Star Proxy Agents are now available through OpenAI-compatible Responses and Chat Completions endpoints. Use any model in Serenity* Star through a familiar interface, and plug your agents straight into Copilot Chat or any OpenAI-compatible client with no custom integration work.

Every request keeps full audit tracking inside Serenity* Star and runs through Content Safety, Skills and usage limits, so you get the reach of an open standard with the governance and control of the platform.

Serenity* Apps​

Serenity* Star now supports integrated Apps inside Serenity* AI Chat. Apps are a new way to work with agents: instead of a plain conversation, each agent gets a streamlined, purpose-built interface focused on the task at hand. By putting value and functionality first, Apps make it easier for your organisation to turn agents into everyday productivity tools.

Compliance Document Certification App​

The first App in the catalog is the Compliance Document Certification App. Upload a document, contract, or any internal file and validate it against a defined set of rules.

An AI agent evaluates the document and returns supported corrections grounded in its content and the applicable rules. Iterate on the document, apply corrections, and explore suggested edits until it meets your compliance standards.

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Enhancements ✨​

Model Update Notifications​

Stay informed when model provider changes affect your agents. If a parameter your agent uses is no longer supported, you'll receive an email, and recommended configurations are shown clearly in the UI so you can keep your agents performing at their best.

Runtime Skill Execution​

Control exactly which skills an agent can use on a per-execution basis. Include or exclude skills at runtime by specifying them in the request, and the agent will use only the ones you allow, giving you precise control over agent behaviour for each call.

Sensitive Data Obfuscation​

Sensitive data obfuscation now offers finer-grained control. Enable obfuscation individually for agent behaviour or for input parameters, giving you more flexibility and ensuring consistent, predictable handling of sensitive data.

Context Improvements​

The context engine has been revised to allocate unused space more intelligently. Smarter budget handling lets agents produce better responses without compromising the context they rely on.

Security​

We remain committed to continuously strengthening security across every layer of the platform. HTTP requests and file uploads via URL are now protected against untrusted sources, further safeguarding your data throughout Serenity* Star.

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Bug Fixes & Minor Improvements 🛠️​

• Updated the AI Chat default models for skills to more recent and powerful models.
• Fixed an error in the model selector side panel in the Vision service view.
• Improved image visualisation in the Bring Your Own Model functionality.
• Audio generation instances are now shown with the correct service type.
• The service instances grid now shows the model used in each execution.

New Features 🚀​

New AI Services​

Vision Service​

Serenity* Star now includes a dedicated Vision service you can use directly from the API or in the playground. Automate image analysis and get detailed, structured insights without wiring up a full agent. It's a fast way to add image understanding to your workflows and integrate the results into your own applications.

Text to Speech​

A new Text-to-Speech service lets you generate high-quality speech audio files straight from the API or in the playground. Turn any text into natural-sounding audio on demand.

Skills​

Prompt Skill — New Mode​

The Prompt skill now supports a new Instruction Mode. It lets the agent read additional instructions on demand for extra context. This keeps your main behaviour lean while still giving the agent the guidance it needs, exactly when the situation calls for it.

Vision Skill​

The new Vision skill gives any agent the ability to analyze and understand images within its flow. Add vision to models that don't support it natively, or bring in a more capable vision model when the situation calls for it. Your agents can now inspect screenshots, documents, and photos as part of a task and act on what they see.

Chat Widget Reasoning​

The Chat Widget now can show the agent's reasoning, giving end users better insight into how each response was produced. Showing the steps behind an answer builds trust and helps users understand the logic that led to it, right inside the conversation.

Showing reasoning must be enabled in the Chat Widget channel configuration.

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Enhancements ✨​

Web Search — New OpenAI Models and Citations​

Web Search now supports the latest OpenAI models, bringing more capable and up-to-date reasoning to your agents' searches. Answers that draw on Web Search results are supported for in citations, so users can trace each response back to its sources and verify where the information came from.

Reasoning Tokens in Instances​

The instance detail now reports reasoning tokens, giving you clearer visibility into how reasoning models consume tokens. With this breakdown you can better understand and forecast the cost of reasoning-heavy executions across your agents.

Successor Model Email Notifications​

Get notified by email when a successor model is announced, keeping you up to date with the latest, state-of-the-art models. Plan your migrations ahead of time and adopt newer, better-performing models before older ones are retired.

Volatile Datasets and Excel Support​

Datasets now support Excel files. Compatible CSV and Excel files attached as volatile Knowledge are automatically converted, when their schema is suitable, into a volatile dataset that the agent can query on demand, improving accuracy, context usage, and response quality.

Bring Your Own Embedding Model​

The Bring Your Own Model feature now supports embedding models through OpenAI-compatible endpoints. Connect your own embedding infrastructure to power Knowledge search keeping data within your control, strengthening compliance and governance.

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Bug Fixes & Minor Improvements 🛠️​

• Updated the JavaScript and .NET SDKs to use the new per-agent Volatile Knowledge endpoints.
• Improved handling of vendor errors.
• Improved logging of skill failures caused by unhandled errors.
• Fixed an incorrect Knowledge separator indicator that was not producing section breaks.
• Fixed an issue with enabling/disabling "enable thinking" on Alibaba models.
• Performed a full review of AI model configurations to ensure all capabilities are up to date, and fixed several vendors to support advanced thinking capabilities.
• The Demo Page side panel now shows a link to copy the page URL.
• Added a streaming indicator in the instance detail.
• Fixed an issue that prevented sorting by price in the Store.
• Enabled Adaptive Thinking configuration for Anthropic models.
• Added the ability to delete your own models when they haven't been used, along with the option to enable/disable them.
• Fixed an issue that prevented loading the same AI model with a different mode for a vendor.
• Adjusted the services catalog to group services by type.
• Improved JSON extraction for the jsonContent field in agent responses.
• Fixed an issue with the fallback model when the same vendor was configured for both models.
• The Serenity* Store now supports Markdown in your listings for clearer, richer presentation.
• API Key Pooling is now available for embedding services, providing more stable operation.
• We continue to strengthen platform security, with enhanced encryption of sensitive data throughout Serenity* Star.
• Serenity* AI Chat now initializes with ready-to-use skills, with no manual configuration needed.

New Features 🚀​

Sensitive Data Obfuscation​

Serenity* Star Agents now support a new Sensitive Data Obfuscation mode. Based on OpenAI's privacy filter and hosted natively in Serenity Cloud, it redacts sensitive information from your LLM requests inside private, secure infrastructure — strengthening compliance and governance without sending data to third parties.

Get Agents from the Serenity* Store​

You can now get agents directly from the Serenity* Store. Browse the catalog, explore resources shared by the community, and purchase or get agents from your favorite publishers — then put them to work with little to no setup. This completes the Store experience previewed in the previous release.

Citations​

Citations are now available across Serenity* AI Chat, the Chat Widget, the Agent Design Studio preview, and Agent Instances. Show users the exact passages from your Knowledge Sources behind each answer to build trust, and use the new citation usage tracking to understand how your agents draw on knowledge. To learn more, refer to the Knowledge documentation.

Serenity Inference Endpoint​

Serenity* Star Orion models are now available through the API as Open AI Compatible Endpoints. Check out the API Reference for more information.

This feature is currently in preview.

ElevenLabs Integration​

Serenity* Star now integrates with ElevenLabs, giving your agents access to high-quality text-to-speech and speech-to-text models directly within the platform.

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Enhancements ✨​

Email Sender — Dynamic Content​

The Email Sender skill now supports a Dynamic Content mode. Let the agent fill in specific parts of your subject and body while keeping the rest of your template exactly as you intended — combining the control of a static template with the flexibility of AI-generated content.

Security​

Serenity* Star continues to strengthen security at every layer:

• Hardened the Knowledge processing endpoints against denial-of-service (DDoS) attacks.
• Improved security in the HTTP Request skill to block requests to unwanted or unsafe endpoints.

Demo Page Controls​

Gain full control over your Demo Page availability. Deactivate the current page or regenerate its link at any time to prevent misuse.

Connectors​

The new Connectors tab in the Compliance Center gives you a full picture of every integration in use across your organization. Quickly see where users are connecting their Serenity* accounts and which agents rely on each integration.

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Bug Fixes & Minor Improvements 🛠️​

• Added new locally hosted embedding models, including Serenity Cloud embedding models.
• Fixed an issue running skills with Gemini models.
• Fixed vision support for Anthropic models.
• Improved agentic file processing to use vision when images are present.
• Knowledge file metadata is now copied when importing or duplicating an agent.
• Added a system to strip invisible characters that caused certain Knowledge files to fail processing.
• Fixed validation of JPEG files in volatile Knowledge.
• API Keys are now obfuscated in the Bring Your Own Model configuration and upload form.
• Increased the allowed size for agent system definitions.
• Added a disclaimer in Citations noting that results may vary depending on the model.
• Added empty states to the Marketplace.
• Fixed an issue where the skill title wasn't shown in the instance detail when an execution failed.
• Fixed an overflow issue in the Agent Manager.
• Fixed an execution error in the Skill Emulator.
• Fixed form sizing issues.
• Fixed an error in the deprecated-models notification job.

New Features 🚀​

New Serenity* Star Engine​

We've rebuilt the foundation that runs your Agents. The new Serenity* Star Engine is faster and more stable, keeps pace with the latest advances in agentic systems, and gives us a stronger base to build on going forward. The rebuilt architecture improves how Agents reason over multiple steps, call skills, and stream responses — and it lets us ship new capabilities to you faster. No action is required — every Agent now runs on the new engine automatically, with no changes to your existing configurations or integrations.

Reasoning visualization — An Agent's reasoning flow can now be visualized, giving you better insight into how each response was produced.

Improved skill logging — Skill logs now clearly distinguish between parallel and sequential executions, making it easier to follow what your Agent did and when.

Serenity* Store & Marketplace​

Buy and sell agents across the Serenity* Star ecosystem. Use the Serenity* Marketplace to publish your own agents and earn usage credits on every purchase. Then browse the Serenity* Store to find ready-to-use agents and put them to work with little to no setup.

This functionality is currently in preview. The ability to get agents from the Store is coming soon.

Bring Your Own Model​

Bring your own LLMs into Serenity* Star. Run models hosted on your own infrastructure for greater governance and to meet your compliance requirements.

Bring Your Own Model requires an OpenAI-compatible inference endpoint.

Citations​

Agents now support citations. When a response draws on your Knowledge Sources, it can show exactly which source each part of the answer came from — giving you clearer traceability and greater trust in agent output. To learn more, refer to the Knowledge documentation.

Citation results are currently only available via the API. Support for Serenity* AI Chat, Agent Preview, and the Chat Widget is coming soon.

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Enhancements ✨​

Guardrails​

RagMetrics Guardrails now let you select the evaluator model. Tenants can configure their own RagMetrics account and choose the evaluator model that best fits their needs.

Input Parameters Hook​

The Chat Widget now provides a getInputParameters hook. Pass a custom function to supply updated input parameters with each message sent. Refer to the Chat Widget (JavaScript) documentation for more details.

Knowledge​

• Knowledge Source metadata can now be generated or updated automatically with the "Generate with AI" button in the metadata section.

• The file types allowed in volatile Knowledge can now be configured per agent, so you control which file types users can attach to a conversation.

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Bug Fixes & Minor Improvements 🛠️​

• Improved performance of aggregate statistics in the Agent Manager and Cost Dashboard.
• Adjusted parameter validation in the Agent Design Studio when sending a message.
• Improved positioning of select components that could render off-screen.
• Improved empty states in the Agent Design Studio so they take up less space.
• Fixed an error that occurred when changing the Guardrails validation method.
• Dataset validation now runs on the replace and append API endpoints to return a clear error to the user.
• Renamed the RagMetrics "Legal Advice" category to "Compliance Awareness".
• Improved anti-forgery token regeneration in the Agent Designer, preventing an authentication error when the token expired.
• Improved parameter validation in the Agent Design Studio API
• Fix a validation error when changing evaluation method in Guardrails configuration
• Improved schema validation in Dataset API endpoints when doing replace and append
• Improved connection setting pooling in fallback models

New Features 🚀​

Owner Access API Key​

Create a Personal Access API Key. This key inherits all user roles and permissions for enhanced flexibility in the API. Changes in user permissions are auto-updated, so the API Key always works as an extension of the owner. You can now manage integrations and automation with greater security and ease, as the key always reflects your current access rights.

For more information refer to the Developer Tools Documentation

Knowledge Auto Tagging​

When uploading new Knowledge sources (websites or files), automatic descriptions and appropriate tags are now generated for better knowledge retrieval. This enhances agent context awareness by providing a short summary of what each knowledge source contains. This makes it easier to search, filter, and utilize knowledge in your agent.

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Enhancements ✨​

Serenity AI Chat​

Serenity AI Chat now delivers more relevant and context-aware conversations by:

• Activating Workbench skills for enhanced capabilities
• Enabling Agentic RAG and Agentic File processing for smarter knowledge retrieval
• Making the chat aware of the current time and user identifier for up-to-date responses

These improvements ensure every user session is more personalized, accurate, and timely.

Email Skill​

The Email Skill now supports AI-generated mode. You can choose between AI-generated or static content. Add custom instructions for how the agent should create the email body and subject, and send agent-customized emails. This allows for more dynamic and personalized communication, tailored to your workflow needs.

Scheduled Triggers​

Scheduled triggers now allow you to target the agent's published version by default. Always run the published version of the agent, avoiding manual configuration whenever changes are made.

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Bug Fixes & Minor Improvements 🛠️​

• Compatible models now support the "Enable Thinking" parameter configuration.
• Knowledge sources can now be activated or deactivated via API endpoints.
• Chunking strategy has been improved in knowledge processing.
• Knowledge pre-filtering can now be used in all integration modes.
• Improved contrast color ratios and semantic relationships in Chat Widget elements for enhanced accessibility.
• Sensitive data obfuscation has been fixed when the request contained empty text.
• Proxy Agents now support system parameters liquid syntax.
• Email notifications have been added for failed Auto Recharge payments.
• Added tracking for compliance violations with RagMetrics provider in the Compliance Center Dashboard.
• Improve rendering of response output based on model capabilities.
• Fixed execution of Alinia Guardrails when some rules where active.
• Auto recharge is triggered instantly when configuration is set for immediate credit top up.

New Features 🚀​

Agent Clients: Secure authentication​

Agents now support a more secure authentication scheme with Agent Clients. Authenticate using a generated, encrypted JWT token by creating your own client ID, secret, and public key.

This approach enables agents to run more safely, without exposing sensitive API keys in the frontend. For full implementation details refer to Agent Clients documentation

Chat Widget: Enhanced accessibility​

The Chat Widget now offers major accessibility improvements, including a high-contrast mode, improved ARIA labels for screen readers, and design updates that follow UNE-EN 301549 standards.

For full specifications refer to the Chat Widget Accesibilty Documentation

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Enhancements ✨​

Flexible currency selection​

Billing configuration now allows you to select your preferred currency for displaying and tracking all usage metrics.

Smarter agent import​

When importing agents from a public link, related dependencies such as datasets are now automatically copied for a seamless experience. Features not included in your plan are clearly indicated.

Agent Design Studio API updates​

New API endpoints are available for individual knowledge file management and model parameter configuration. Check out the API Reference for more information:

Improved instance cleanup​

Instance cleanup is now more efficient, reducing storage usage and improving performance in instance grids. You can manually configure log retention in your agent settings if you require longer history.

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Bug Fixes & Minor Improvements 🛠️​

• Default tenant configurations are now preloaded on first access to the Serenity AI Chat Management screen.
• Fixed an issue that prevented changing the default embedding model for a tenant.
• Resolved a bug where the audit user was not assigned as the last editor when a website was automatically reprocessed.
• Serenity AI Chat agent is no longer available for execution via the Agent Executor Skill.
• Fixed an error when creating a new test plan with a slow connection and rapid form navigation.
• Email notifications, including invoices, are now sent to configured users upon auto-recharge or manual recharge.
• In Agentic RAG and Agentic File Processing integration modes, skill results are now reused for faster responses when inputs are identical.
• General UI adjustments and improvements.
• Fixed an error when exporting a usage chart with duplicate agent names.
• Enabled uploading Volatile Knowledge from base64-encoded files.
• Fixed a multiple tap issue in conversation starters.
• Implemented validation for the maximum number of files in knowledge.
• Fixed a stored XSS vulnerability in the Chat Widget message field.
• Resolved an error in available HTTP methods.
• Improved Chat Widget behavior in full screen mode.
• Minor fixes and typography adjustments.
• Chat History is now copyied to code snippets in Chat Completion Agent
• Allow for Quota alerts to be excluded from tenant admins
• Added copy to clipboard functionality in Skill results in Agent Instance Details