Validation agent - Plus and Enterprise users can now enable the validation agent for a Data Agent chat. The validation agent can analyze the quality of the Data Agent scripts (whether they will generate quality data) and the generated data itself. By default, validation is off. From the chat prompt, you can enable validation and set whether to check the scripts or only the data. Note that enabling validation increases the time to completion and the cost of the Data Agent requests.
Fixed an issue where the Data Agent provided incorrect guidance.
Fixed an issue where summarization of Data Agent conversations failed.
Other internal bug fixes and enhancements.
Local database size limit - Fabricate now enforces a limit on the volume of data in an individual local database, based on the license plan.
- Free plan - 256 MB
- Plus plan - 1 GB
- Enterprise plan - 5 GB
Fabricate displays a warning when the database size reaches 80% of the allowed maximum. Existing databases that exceed the limit are not truncated, but you can no longer add data to them.
Support for Azure Blob Storage - You can now set up Fabricate to allow the Data Agent to read from and write to Azure Blob Storage. You set up your Azure account as an allowed domain for the account, and the credentials (either an account key or a SAS token) as a workspace secret.
Added missing descriptions for audit log events.
Fixed an issue with workflows.
Fixed an issue where reverting to a previous point in one conversation deleted attached files in other conversations.
Project cloning - You can now create a clone of a project. When you clone a project, you can select the workspace for the new project, and choose whether to copy the chat history.
Added effort level to model selection - When you select the model for the Data Agent to use, you can also select the level of effort.
The Data Agent can now automatically spin up a sub-agent to perform and manage tasks. It currently uses a sub-agent for profiling.
Fixed a scrolling issue with the login page display.
Fixed an issue where exports to PDF failed because of unsupported fonts.
Fixed an issue where Fabricate attempted to use read-only mode on databases that did not support it.
Fix an issue where mock API request headers were not forwarded.
Limiting and tracking AI usage per user - From the Plan & Billing page on Account Settings, instead of a maximum overage for the organization, you now set the default AI usage limit for individual users for a selected period of time. The Users page now displays each user's AI usage for the current billing cycle, and allows you to override the default AI usage limit.
Fixed an issue where workflow selection was very slow.
Fixed an issue with restoring the Data Agent chat history.
When you log in to Fabricate, you now land on the project center. Users that only have one project land on the project details.
New users no longer automatically see the product walkthrough. It is an option on the welcome page.
When new users create a database, the first table is now selected automatically.
Improved telephone number generation.
Security enhancements.
Audit Log - Enterprise account owners can now enable and view an audit log of their account activity. You enable the audit log, and set how long to keep the audit log records, on the General page of Account Settings. The Audit Log page contains the log. It includes options to filter, sort, and download the log events.
Per-response feedback - In the Data Agent chat, you can now provide feedback (thumbs up or thumbs down) for each response. For a thumbs down response, Fabricate prompts you to provide additional information about why the response was not helpful.
Removing chat messages - You can now remove messages from the chat. Removing a message does not revert the associated changes. To remove a message, hover over the message and then click the delete icon. When you delete a message, you can optionally also remove all subsequent messages.
New home page with workspace and project lists - When you click Tonic Fabricate at the top left, Fabricate populates the navigation panel with a list of workspaces. Click a workspace to display the list of the workspace projects, or click All projects to view the list of projects across workspaces. The projects list for a workspace includes a link to workspace settings and indicates the users who have access to the workspace. You can get access to recently accessed projects and you can star projects for quick access.
API key expiration - You can now configure an optional expiration date for Fabricate API keys. The API keys list now masks the keys. To be able to use the key, you must copy the key when you create it.
Export to Kafka - You can now export Fabricate data to Kafka. You configure your Kafka broker as an allowed domain for your account. You then prompt the Data Agent to export data to Kafka. If you do not provide the information in the initial prompt, the Data Agent prompts you for the broker, authentication, topic organization, tables to export, and message keys.
Google BigQuery connection - You can now create database connections to and export local data to Google BigQuery.
From the LLM Provider Settings in Account Settings you can now select Google Gemini Enterprise Agent Platform (formerly Vertex AI) as your LLM provider.
When you create a new chat, you can now either fork the current chat or create a completely new chat.
Fixed an issue with sending .zip files larger than 4GB.
Fixed an issue with unexpected errors related to model providers.
Enhancements for improved security.
The chat usage tracking meter now updates in real time.
New project layer to group workspace databases and database connections - All workspaces now contain one or more projects. A project contains local databases (data generated to Fabricate) and, for Enterprise customers, database connections (live connections to external databases). Note that database connections are no longer in private preview, and are available to all Enterprise customers.
The left navigation now contains:
- A tree structure of the databases and connections in the current project. You can expand and collapse the list of tables for each database and connection.
- The lists of workflows and plans for the project.
The Mock API entry shows the count of endpoints across the project. The API page includes the endpoints for all of the databases or connections in the project.
The Data Agent chat also applies across the entire project and can refer to any of the databases and connections in the project.
When you clone a local database, you can clone it to any project in any workspace that you have access to.
For your existing databases, Fabricate creates a new project for each database. The project uses the same name as the database.
Account groups - Fabricate now supports account groups. A group contains one or more users. Customers who use single sign-on can synchronize their SSO groups with their Fabricate groups, and set a filter to limit the groups to synchronize. When the groups are synchronized, Fabricate automatically creates account groups to match corresponding SSO groups. The groups are created the first time an SSO user that belongs to a group logs in. You can assign workspace roles to groups.
Snowflake data connections - You can now create database connections that are linked to Snowflake databases.
OpenAPI spec for mock APIs - Mock APIs now include an OpenAPI spec.
Autonomous mode - In addition to the Agent mode (the default) and Plan mode, Fabricate now supports Autonomous mode. In Autonomous mode, the Data Agent plans and executes the action completely independently, without any clarification or prompts. Autonomous mode is useful for extremely large, long-running workflows, where you might not want to or even be able to respond to prompts or questions from the Data Agent.
You can now clone a database into a different workspace.
Fixed an Admin Console display issue where the Search and New Account buttons were not visible without horizontal scrolling.