Changelog
We're constantly working on new features and improvements. Here's what's new with Langdock.
New Labels and Overview for Agents
We have redesigned the Agents page and added labels to Agents so that it is easier to discover, organise, and find the right agent for your requirements!
As teams expand and create more agents, it can be tricky to find the right one. We want to give you the tools to organise, filter, and surface the most relevant agents, whether you are looking for something you used yesterday or exploring what your team has built.

What's new
1. Improved Navigation
The agents page arranges agents into clear sections to help you find what you need faster:
- Highlighted agents are featured by admins at the top of the page
- Recently used agents are the ones you have interacted with most recently
- Recently shared are agents that have been shared with you
- Popular in your workspace are agents that are frequently used by your team
- All agents, which features your complete agent library
2. Advanced Filtering Options
We also added filters, with which you can narrow down agents effectively. The filtering options are:
- The creator of the agent
- The labels assigned to the agent
- The integrations used in the agent
- Who the agent has been shared with
- Whether the agent has been verified by admins
- The date the agent was created
You can, as before, search for agents using the search bar.
3. Agent Labels
You can now add up to 3 labels to your agents to help others discover them more easily. Choose from default labels like Marketing, Sales, HR, and Engineering, or custom labels created by your workspace admins. Labels make it simple to categorize and filter agents by team, use-case, or function. Labels can be added at the bottom in the agent configuration.
4. Highlighted Agents
Workspace admins can now highlight up to 4 agents for everyone in the workspace at the top of the agents page. This makes it easy to promote the most useful or frequently needed agents across your organization. Admins can click on three dots when hovering over an agent and apply the “Highlight”.
We can't wait to hear how you use labels and filtering to organize your agents! 🙌
Company Knowledge
We are excited to introduce Company Knowledge, a new way to search across all your connected data-management platforms directly from Langdock chat!
Your company’s knowledge may be spread across many tools like SharePoint, Google Drive, Outlook, and Teams. Langdock brings it together. With Company Knowledge, you can now search for information across all your connected platforms and get a single answer.
Why we built this
Since launching our integrations, teams have been connecting tools like SharePoint and Google Drive to build more capable agents. But we noticed that many of you were searching for information that lives across multiple systems, making it difficult to look for information from different sources. Instead of switching between apps or running separate searches, you can now query all your tools at once and get a synthesized answer with direct links to the source documents.
How to use Company Knowledge
Search from the chat
Click the "Company Knowledge" button in your chat input bar. Select the platforms you want to search, ask your question, and get a single answer pulled from across your integrations.
Watch it work
A timeline panel shows what Langdock is doing in real time: which searches are running, which documents are being read, and how it reaches its answer. You can simply collapse the panel if you just want the final response.
Go to the source
Every answer includes direct links to the original documents. Click through to verify information in SharePoint, Google Drive, or wherever the file lives.
Content-driven search
Company Knowledge does not just search for file names. It opens documents, examines the information, and decides whether the content is complete or whether a further search is needed. This means Langdock can intelligently follow leads across your file systems and discover relevant information that a simple keyword search would miss.
Permission aware
Company Knowledge respects your existing access controls. You only see results from documents you already have permission to view in each connected system.
Supported integrations
Workspace admins can configure exactly which integrations are available for Company Knowledge in the workspace settings.
You can search across:
- Google Drive
- OneDrive
- Sharepoint
- Confluence
- Gmail
- Outlook Email
- Slack
- Microsoft Teams
- Google Calendar
- Outlook Calendar
- Linear
Note: We cleared up the chat input bar with this release. You can find the buttons for deep research, canvas and web search by clicking on the "+" on the left of the chat input.
This is just the first version of this feature. We are actively working on additional integration support, and can't wait for your feedback and to hear how you use Company Knowledge! 🙌
Updated File Permissions
We are making an important update to how permissions work when you attach folders or files from third-party tools (like Google Drive or SharePoint) to your agents.

Old permission behavior
Previously, when you attached a folder or file from a third-party tool to an agent and shared that agent with others, everyone with access to the agent could work with the synced data - even if they did not have permission to view those files in the source system.
This meant that there were two places where permissions to access the folder needed to be managed: in the source system (such as Google Drive or SharePoint) and in Langdock.
New permission behavior
Users will now only be able to access files and folders they have permission to view in the source system. If someone tries to use an agent but doesn't have access to certain files, they'll see a clear message explaining which files they can't access, and responses will only use the files they have permission to view.
Why this matters
We know this change may affect how some of your agents currently work. However, this change aligns folder and file syncing with how integrations in agent actions have always worked: Users need their own connection and can only access what they're allowed to in the source system. This makes permissions consistent across all Langdock integrations and ensures your company data stays secure.
What you should check
We’ve already notified users who created agents with attached data from an external source via email to prepare for this change. Here’s what we recommend for a smooth transition to the new permission behaviour:
- Review agents where you've attached folders or files from third-party tools
- Check who has access to those agents
- Ensure everyone who uses the agent has the right permissions in the source system
We’re looking forward to your feedback on this one! 🙌
- Improved chat sorting: Search results via "Search chats" in the left navigation bar and via the command bar are now sorted by recency for more relevant results.
- Descriptive chat titles: Chat and workflow titles are now more descriptive, shorter, and generated in the user’s primary language.
- Enhanced file search: Native search pickers now display parent folders and full hierarchical paths for better file identification.
- Deep research disabled after use: After deep research has been used, the button is now disabled to not trigger a new search immediately, since users prefer to send normal prompts to further work on the research outputs and process the findings.
- Hide group members: Group admins and workspace admins can now hide the member list of a group for its members for compliance reasons.
- Agent user feedback: Agent creators now receive notifications in their inbox when other users leave feedback on their agents.
- Import/Export agents and integrations: Users can now import/export agents and integrations via JSON files.
- Increased action output: The max action output has been increased from 150k to 200k characters.
- Saving @-actions in the prompt library: We added the ability to save @-actions in your saved prompts. This allows you to predefine which agent, knowledge folder, or integration you want to use.
- Send button for small screens: On small screens, pressing the enter key now creates a new line and does not send the prompt anymore. On large screens enter still sends the prompt.
- BYOK model replacement: BYOK admins now have the option to select a replacement model when removing custom models. All agents, chats, and workflows are automatically updated to the new model, which is especially helpful when sunsetting models in favor of newer models.
- New MCP version supported: We upgraded our MCP support to version 2025-11-25 to support additional MCP servers. Previous MCP servers are still supported.
- Automatic MCP server detection: When creating a new MCP integration, the server name and icon are now automatically fetched from the URL, without a manual entry needed.
Project Sharing
We are excited to introduce project sharing, an update that has been requested frequently since we launched projects in July! 🚀

Until now, projects have been a great way to organize your own chats and configure context through instructions and files for smaller projects. With project sharing, we are turning them into a powerful collaboration tool. You can now share entire projects, including all contained chats, files, and instructions, with your colleagues or entire groups.
Why Project Sharing?
Projects have always been great for organizing your own work. But we noticed that many of you were using them to structure work that is actually done collaboratively. Collaboration often happens in context, not just in single messages. When working on projects like a marketing campaign, a research topic, or a coding sprint, you often need to share the full picture, including files, instructions, and history. Instead of sharing individual chats one by one, you can now give your team access to the entire context of a project and allow others to build on top of your work.
Key Features
Flexible Sharing
You can now share a project with specific users or groups in your workspace. Everyone with access can view the chats, files, and custom instructions within that project. This is perfect for onboarding new team members to a topic or keeping everyone aligned.
Better Organization
To help you manage shared and private projects, we have updated the project’s sidebar and added filtering options to the project view. You can now easily filter chats created “By you" or "By others" to keep your workspace clutter-free.
Granular Permissions
You stay in control of your data. When sharing a project, you can manage access by choosing the roles of your collaborators. Editors can share the project with others, change the project title, update instructions, and manage attached files. They can also add new conversations to the project. Users have read-only access. They can see project configurations, read all chats, and view project contents. All conversations added to a shared project, whether existing or new, are visible to all project members.
Important: Regardless of your role, you are the only one who can change, rename, or delete your own chats, even if the project is deleted.
Project Sharing is available starting today. To share a project, open your project and click on the "Share" button at the top right.
We can’t wait for your feedback and to hear how you collaborate! 🙌
Microsoft Teams App
We are bringing Langdock even closer to where many of you collaborate every day by adding Langdock to Microsoft Teams 🤝

With the new Microsoft Teams App, your team can now use Langdock models and Agents directly inside Teams - in a private chat or collaboratively in channels. This especially helps with small ad-hoc situations every day. Example use cases are translating text really quickly or researching smaller topics without needing to open Langdock.
How to use the Teams App
Private conversations with Langdock App
Chat 1:1 with Langdock just like in the web app - full context, full capabilities, zero friction. Click on “New chat” and type “Langdock” to open a chat with the app.
Channel collaboration with @Langdock
Alternatively, you can pull Langdock into any channel you have (channels for a specific topic, indicated by a main message and thread with replies to this message). The app only reads the entire thread once mentioned with @, to help you with the current topic.
Working with the App in chats
You can also work with the app in chats you have with other users. Here, you can also tag the app with @ and then your prompt. The model can only reference this individual message, but not the entire chat.
Main Features
Selecting your default model
When pulling the app in your chat, you can either use the default model (e.g., GPT-5.1) or select a specific agent. The model is a good default for quick needs like explanations or smaller questions.
Agent selection inside Teams
Start a conversation with any Langdock Agent - from Translators to HR FAQ Agents - directly inside Teams.
File & image support
Upload documents or images in Teams messages - Langdock can read and analyze them just as it does in the web app.
Why we built the Teams App
Many teams use Microsoft Teams to collaborate and communicate with others. Many users have requested a way to use Langdock in Teams, as they already use the app several times a day. Teams becomes a natural extension of Langdock to help your team collaborate faster, and embed Agents into everyday workflows - from shared problem‑solving to specialized channel setups.
How to get started
Your workspace admin can install Langdock from the Teams Admin Center.
After installation, users can simply search for Langdock in the Teams apps.
If you want to dive deeper, check out the setup guide and usage guide.
We’re looking forward to your feedback on this one! 🙌
Assistants are now Agents
We're renaming Assistants to Agents across Langdock! This change reflects how the product has evolved and how the market and many of you talk about AI.

What's changing?
Only the name. Your existing assistants keep all their capabilities, configurations, and sharing settings. Everything works exactly as before.
Why Agents?
When we launched Assistants in the summer of 2023, the market was figuring out basic functionality, like how to let AI work with a few documents. Since then, the capabilities have grown significantly. What started as rather simple chatbots can now handle large file collections, work with tabular data, connect to your tools, and much more. They use agentic behavior to choose the right approach and tools for each task, working within the configuration you define.
The term "Agent" has become the industry standard for what we used to call Assistants. Many companies, such as Microsoft and Google Enterprise AI, use this terminology. More importantly, we've heard from many of you over the past months that users are used to the term "Agents" or even ask whether Langdock has agents available.
Why now?
This change comes with the launch of Workflows a few weeks ago. Agents and Workflows are complementary products: Agents are your interactive AI assistants for specific tasks, while Workflows let you chain multiple building blocks together (including multiple agents) to automate larger processes in the background.
What does this mean for you?
No action is required from you! The transition happened automatically, and we've updated all documentation to reflect the new terminology.
The assistant API remains unchanged by these changes for now. There will be a separate notification early next year to communicate the changes.
The Langdock platform now consists of the following products: Chat, Agents, Workflows, Integrations, and API. Renaming a core product isn't something we do lightly. We've thought carefully about this and talked to many of you. Ultimately, it made sense for us given how the product and market have evolved.
We'd love to hear your feedback on how we can continue to improve Agents for you! 🙌
- Support for Gemini 3 Pro: We added support for Gemini 3 Pro. The model required some additional configuration options to function properly. Currently, the model is only available as a global deployment and not yet as an EU-hosted model. BYOK customers can add the model in the model configuration. For customers who use models offered by Langdock, we added the model as a global deployment, and admins can enable it in the workspace settings.
- Deactivate workflow nodes: Workflow editors can now deactivate workflow nodes by clicking on the three dots at the top right.
- Building workflow triggers: Until now, you had to be allowed to build custom integrations and have workflow access to build triggers for integrations. Now, all users who are allowed to build integrations can build triggers. You can go to your custom integration and add the trigger like you would add an action.
- Updated MCP version: We upgraded our MCP support to version 2025-11-25 to support additional MCP servers. Previous MCP servers are still supported.
- Change order of image models: Admins of BYOK workspaces can now change the order of image models, like the order can be changed for other models.
- Agent Forms: Forms in agents had up to 15 fields until now. We increased the limit to 25 fields.
- API to create and update agents: We launched new API endpoints to create new agents and update existing agents via API. See our assistant API documentation here.
Workflow Improvements
Since launching Workflows a few weeks ago, our team has been working on a lot of improvements and performance upgrades for the product to make the experience smoother and more powerful. As a lot of users have requested, we have focused on making building, testing, and refining your workflows easier than before. Thank you again for all the feedback - see our launch video below!
Here is a list of all major updates:
New node: Loop
Enhance your workflows by automating repetitive actions. Loop nodes allow you to perform a selection of nodes multiple times before moving on to the next node. This helps with repetitive actions or iterating over a list of items.
New node: Generate image
Image generation now also works in workflows. This is perfect for visual automation and creative tasks if you regularly need to generate images. Simply select the ‘Generate Image’ node, and choose your preferred image model to get started!
Re‑run Failed Executions
If something doesn’t go to plan, you can now retry failed runs instantly without restarting the entire workflow.
Custom Webhook Responses
Workflows can now send real‑time replies to incoming requests. This is great for syncing with apps like Slack or notifying other systems instantly.
File Uploads via Webhooks
You can now send files directly into your workflows from external applications, opening up even more integration possibilities.
Sidebar Pinning
Just like you can pin your assistants to the sidebar, we have also implemented pinning for Workflows. Now, you can keep your favourite workflows just a click away!
Workflow Chat Context
You can now personalise the behaviour of your workflow chat by adding your favourite tools, such as Gmail or Outlook, HubSpot or Salesforce, directly as context to the Workflow builder. Simply open the chat and click ‘Set up’ to customise how workflows are built for you.
Customise Workflow Submission Forms
When creating a workflow form, you can now customise the submission experience. Adjust the colour, description, and name of the submission by unfolding the ‘Customisation’ section during form creation.
These improvements can help with simple daily tasks, like reminders or quick research, as well as more complex, multi-step processes. We can’t wait to hear what you think!
Improved PDF Processing
We've improved how we process PDFs to better handle visual content.

Until now, when you uploaded a PDF to Langdock, we extracted the text from it and sent it to the AI model, and created so-called “embeddings” to enable the model to perform a semantic search on the PDF. This allows the model to generate qualitative responses based on the uploaded file.
To further improve this processing, we now also take screenshots of pages and provide them to the model. In simple terms, this gives the model “eyes”, so you can now ask questions like “Describe the details of the graphic on page 26" and get accurate answers, since the model can now actually "see" the document content. The model now has a new “view page” tool for inspecting pages, which is particularly helpful for images, charts, logos, and other visual elements.
As always, let us know what you think! 🙌
- File size support increased: We increased the character limit for sizes from 4 million to 8 million characters.
- Project limit increased: We increased the limit on the number of projects that can be created from ten to 30.
- Voice input limit increased: We increased the limit of the voice input duration from five to ten minutes.
- Performance improvements: Our engineering team has deployed larger performance improvements over the last few weeks, resulting in faster page loading times and smoother answer generation.
- Model key pooling: Bring-your-own-key customers can now pool model deployments in separate regions. This helps increase rate limits and allows for another region to serve as a fallback in case the model encounters an error.
- Updated documentation: Over the last year, more features have been added to the product, and our documentation has grown accordingly. We cleaned up the structure, translated the documentation into German, and launched documentation for workflows. You can find the documentation here: https://docs.langdock.com/
Claude Opus 4.5
Anthropic’s Claude Opus 4.5 is now available in Langdock! 🚀

The new model introduces enhanced capabilities for coding, agentic workflows, and handling complex tasks.
Claude Opus 4.5 delivers improvements in reasoning, providing clearer answers with less technical jargon.
You can learn more about the model in Anthropic’s official announcement.
We have automatically enabled Opus 4.5 in all workspaces where Claude Sonnet 4.5 was previously activated.
Like Claude Sonnet 4.5, the model is available in two versions: one with reasoning and one without. This allows you to choose whether you want the model to reason for your current request.
New GPT-5 & 5.1 Versions

We upgraded GPT-5 and GPT-5.1 to the latest model versions from OpenAI, now featuring a dedicated "Chat" version optimized for conversational interactions.
The new Chat version delivers responses with richer formatting: better structure, clearer lists, and more polished outputs that make conversations easier to follow and act on. These are the same model versions currently used in ChatGPT.
Both GPT-5 and GPT-5.1 "Chat" versions are hosted in the EU. The previous GPT-5 and GPT-5.1 models have been updated and are now live. If you haven't tried out the latest GPT-5 series yet, give it a try!
GPT-5.1
We are excited to announce that GPT-5.1 is now available in Langdock! 🚀

As of today, we are sharing the newest GPT-5 series release: GPT-5.1, available also in thinking mode. This model improves on both intelligence and communication style.
This model is more intelligent, warmer, and better at following instructions than GPT-5. You may notice a more playful tone, paired with well‑structured outputs.
This model is a great choice when you want it to closely follow your guidance and produce polished responses. It has become faster at solving simple tasks, while being more persistent on complex ones. The model generates clearer responses by focusing on less technical jargon.
You can read more about the launch in the announcement from OpenAI.
Like the previous GPT-5 model, the model is available in two modes - one for fast responses (GPT-5.1) and one for reasoning before responding (GPT-5.1 Thinking).
The model is hosted by Microsoft Azure inside the EU and available to all workspaces now.
Workflows
We're excited to launch Workflows, a powerful new way to build AI-driven automations in Langdock! 🚀

Workflows bring together everything you already use in Langdock - Chat, Assistants, and Integrations - into end-to-end automations. Think of it as your orchestration layer where you can chain multiple steps together, add conditional logic, loop through data, and create sophisticated processes that run automatically.
What are Workflows?
Workflows allow you to build complex, multi-step automations without writing code. They can be triggered by a form submission, a schedule, or an event in your connected apps and handle entire processes from start to finish-automatically and reliably.
Key capabilities:
- Multi-step automation: Chain assistants, integrations, and custom logic into sophisticated workflows.
- Flexible triggers: Start workflows manually, on a schedule, via webhook, or through form submissions.
- Conditional logic: Add deterministic if/then branches, loops, and decision trees to handle complex scenarios.
- Human-in-the-loop: Include manual approval steps when needed for critical decisions.
- AI at every step: Use different AI models throughout your workflow to analyze, decide, and adapt.
- Cost management: Monitor and control workflow spending with built-in cost limits and usage tracking.
Why Workflows?
More powerful than Chat: While Chat is perfect for interactive conversations, Workflows automate entire processes in the background. Set them up once, and they run reliably 24/7.
More flexible than Assistants: Assistants are great for specific tasks, but Workflows let you combine multiple assistants, add custom logic, integrate with external APIs, and create sophisticated decision trees.
More than Integrations: Integrations connect your apps, but Workflows orchestrate complex processes across those apps-with AI at every step.
Example use cases
- Automatically analyze and route customer support tickets based on content and urgency.
- Generate weekly reports by pulling data from multiple sources, analyzing trends, and distributing results.
- Process form submissions with AI review, conditional approval flows, and automated follow-ups.
- Monitor data sources on a schedule and trigger actions when specific conditions are met.
Getting started
Workflows are available now in Langdock! To start building:
- Workflows must be activated by an admin in workspace settings.
- Navigate to the Workflows section in your sidebar.
- Create your first workflow using our visual builder.
- Choose a trigger, add nodes, and connect your logic.
Important notes:
- AI usage in workflows is billed via API pricing, and depending on the number of runs, you might need a subscription upgrade (pricing details here).
- Set cost limits and enable monitoring to control spending.
- All workflow executions are logged to the workflow creator for transparency and debugging.
We're excited to see what you build with Workflows! As always, we look forward to your feedback. 🙌
Improved group permissions
We improved group permissions to allow more intuitive sharing and permission handling around prompts, assistants and knowledge folders within your team.

Until now, all group members, editors and admins were able to share prompts, assistants and knowledge folders with the entire group which often led to cluttered groups and unclear governance.
Most important changes
- From now on, group members can access and use all prompts, assistants, and knowledge folders shared with the group, but cannot share new resources themselves.
- The editor role allows users to contribute to the group by sharing prompts, assistants, and knowledge folders.
- Group admins keep full group management rights.
- New SCIM group settings allow workspace admins to effectively customize role management in synced groups
Why did we change this?
With this update to group role permissions, we reduce clutter in large groups by limiting who can share resources. Moreover, we clearly separate contributing to a group (editor) from managing a group (admin) for cleaner governance.
Detailed permission overview
Members:
- Can see group details and use prompts, assistants, and knowledge folders
- Cannot share to the group
Editors:
- Can do everything members can do
- Can share prompts, assistants, and knowledge folders to the group
- Cannot rename the group or manage members/roles
Admins:
- Can do everything editors can do
- Can change user roles and add/remove users
- Can rename group and change group description
- Can delete group
For more details, also check out our updated documentation page.
How does this affect me?
Sharing flow: You will still see all your groups when sharing prompts, assistants or knowledge folders. If you're an Editor or Admin, you can share with them. If you're a member, the group will be greyed out with an info message explaining why.
Group members were migrated to editors: Users who were members of a group before the update now have the editor role. Since the new editor role has the same sharing permissions as the old member role, nothing changes for previously shared prompts or assistants.
Admin tools and SCIM defaults: We added admin settings and tools that make syncing SCIM groups with these new permissions much easier:
- Set the default role for newly synced SCIM groups in the security settings
- Set the default role for new users added to a specific SCIM group
- Use bulk actions to change the roles of all members or editors in groups
Please check out our documentation here for more details.
We look forward to hearing your feedback on how these new permission levels improve collaboration in your workspace! 🙌
- Automatic model fallback: If your selected model is unavailable due to provider issues, we automatically switch to a backup model, ensuring you always receive an answer.
- Improved login flow: Simply enter your email, and we'll show you all relevant login options, or in SAML workspaces, forward you to your identity provider directly.
- Assistant names on hover: When you mention assistants with @ in a chat, you'll now see the assistant's name when hovering over the tag.
- Slack bot image support: Our Slack bot can now read and understand images shared with it.
- Microsoft Teams 1:1 messages: Send direct 1:1 chat messages in Teams to your colleagues, even to those you haven't started a chat with yet.
- Enhanced Google Drive file search: When uploading files from Google Drive directly to chat or assistant knowledge using the “Select File” button, you'll now find more relevant results.
- Reply to Outlook emails: You can now reply to emails directly via the Outlook integration.
- Additional file type now supported: You can now upload and use Parquet, .msg, .one, .vsdx, and .svg files in the chat.
- Copy to clipboard button for prompts: Quickly copy prompts to your clipboard with the new copy button.
- MCP improvements: Connect to MCP servers using more advanced OAuth logic and custom headers.
- API key management: API keys now have scopes for better security and access management.
Nano Banana in EU
We are excited to announce that Gemini 2.5 Flash Image (Nano Banana) is now available in the EU! 🚀

Google's image generation model has been in high demand since its launch. It is one of the best image generation models right now and also supports editing images.
Unfortunately, it was not available in the EU until now. But Google launched the EU-hosted model recently, so we added the model and enabled it as the default image generation for all workspaces.
The most important highlights are:
- Image editing: Upload images and customize them with prompts – add elements, remove them, change colors, or transform the style
- High image quality: Precise rendering of details and reliable implementation of your creative ideas
You can customize your personal default image model at any time in your account settings under Preferences.
The model is now live, and we look forward to your feedback!
Inbox
You can now receive important, personalized notifications directly in your inbox, so you never miss an update and always stay on top of what matters.

What’s new?
The new “inbox notifications” feature delivers relevant updates straight to your inbox. With just one click, you can jump directly to the related request or completed result.
When do you receive notifications?
Assistant shared: When someone shares an assistant with you, you’ll get a notification in your inbox with a link to it and details on your access level. This lets you see what’s available and start right away.
Deep Research completed: For longer Deep Research requests, you’ll be notified as soon as the analysis is complete. Perfect for using your time efficiently while working on other tasks in parallel.
Access request (for admins): When a colleague requests access to Langdock, the request will appear directly in your inbox.
We will add many more inbox notifications in the coming months!
You can find the Inbox in the left sidebar, right below the chat search bar. The number of unread messages is highlighted, so you can easily spot them.
We’re looking forward to your feedback on this new feature!