Release 10.10

Release Date: November 7th, 2024

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New Feature	Improvement	Bug Fix	Enterprise Only

Clarifai Product Roadmap

We have a public roadmap that gives you a view of our upcoming plans and helps us gather your valuable feedback. You can explore the features we're considering, vote for the ones you want most, or submit new ideas. You can check it here.

Compute Orchestration

Status	Change	Details
(Private Preview)	Released Compute Orchestration	Clarifai’s new Compute Orchestration system provides you with an efficient way to deploy inference workloads on any compute, in any bare metal, or cloud environment. This feature is currently in Private Preview. To request access, please contact us or sign up here.

PATs and API Keys​

Status	Change	Details
Breaking Change	Important changes to the use of PATs and API keys	This change will be rolled out this month in November. Learn more about it here. Previously, you could use API keys to access any model, concept, or workflow owned by the app scoped to the API key, as well as those owned by the user clarifai in the application main. Now, accessing models or workflows owned by clarifai in the application main can only be done with a PAT tied to your account.

New Released Models​

Status	Change	Details
	Released new models	Released Pixtral 12B, a natively multimodal model excelling in multimodal reasoning, instruction following, and text benchmarks with a 12B parameter architecture supporting variable image sizes and long context inputs. Released Granite-3.0-8B-Instruct, a versatile, enterprise-ready language model optimized for multilingual understanding, coding, and instruction-following across diverse tasks and constrained environments. Released Granite-3.0-2B-Instruct SLM, a lightweight, multilingual, enterprise-ready language model optimized for instruction-following and code understanding, ideal for versatile applications under Apache 2.0.

Control Center

Status	Change	Details
	Added a Costs & Budget tab for finances in the Control Center	Added a new tab to display users' financial data. It displays the costs of your billed operations, making it easier to track and manage expenses on the platform.
	Made other improvements	Restricted the 'Upgrade your plan' button to display only for users on the Community plan with personal accounts. Added comma delimiters to numbers in the thousands for increased readability, e.g., displaying 78,755,432 instead of 78755432.
	Fixed various bugs in the Control Center	Fixed an issue where filtering data for the last 6 months using the calendar widget triggered a toast notification error: “Failed to retrieve model versions.” Fixed an issue that led to this error: “Unable to find app while trying to locate embed model version from workflow.” Fixed an issue where changing the chart type would reset any applied filters. Selected filters now remain intact when switching chart types. Fixed an issue on the Report Details page where clicking the 'Back' button would always redirect to the Overview section. It now correctly navigates to the user's previous page. Fixed an issue where the selected period in a chart would start a day earlier than the specified date. A displayed chart now accurately reflects the selected start date.

Data Ingestion

Status	Change	Details
	Released text-based, ready-to-use data pre-processing pipelines	These pipelines streamline data ingestion into our platform. With our Data Utils Library and Python SDK, users can now easily upload, transform, and chunk text files. These pipelines support various document types, including PDFs and DOCs, for seamless ingestion.

UI Modules​

Status	Change	Details
Public Preview	Released a UI module for evaluating OCR (Optical Character Recognition) workflows	You can use the module to evaluate the performance of workflows for OCR tasks directly within our platform. Learn more about it here.

Organization Settings and Management

Status	Change	Details
	Added granular scopes for organization's team members	Users can now assign granular access levels for applications within an organization. When adding team members to an application, you can define specific scopes to limit their access, rather than granting full access to the app. This role-based access control improves security and ensures that users stay focused on their designated responsibilities. Initial roles include Labeler Worker, Labeler Lead, and Model Trainer.

Labeling Tasks

Status	Change	Details
	Made various improvements to labeling tasks	Enabled all assigned reviewers to review each input before the labeling task is marked as complete. Enabled collaborators to set task priority levels (High, Medium, Low) for each task.

Smart Text Search

Status	Change	Details
	Made various improvements to the Smart Text Search feature	These improvements include replacing the deprecated Language-Understanding workflow with a new text workflow, preventing billing actions when a base workflow is forcefully reindexed, and additional improvements for optimized performance and functionality.

Python SDK

Status	Change	Details
	Made several improvements to the Python SDK	Added a functionality for merging datasets. Fixed an issue where duplicate results were returned in the SDK’s visual search. Added input uploaders to the client repository. Fixed a rotation issue where exported dataset images appeared rotated by 90 degrees. Added tests for CRUD operations on Compute Orchestration for deployment of models. Introduced request-id-prefix header to SDK requests for enhanced monitoring. Implemented CLI support for model uploads. Fixed model service issues related to model uploads. Added Python version badges to README.md. Temporarily removed stream tests until the Stream API is fixed. Removed unnecessary prefixes from concept IDs added via SDK. Upgraded llama-index-core library version for security enhancements. Included metadata in exported dataset annotation files. Upgraded clarifai-grpc to version 10.9.11. Enhanced user experience for model uploads and fixed runner tests. Resolved bugs affecting model uploads. Fixed download_checkpoints and adjusted functionality for running models locally. Improved handling for missing huggingface_hub package. Implemented script to test and run a runner's model locally. Enhanced model upload experience for computer vision models. Increased test coverage for Dataloaders and Evaluation modules in the SDK.

Platform Bugs

Status	Change	Details
	Fixed an issue with Google OAuth sign-up flow	Previously, when signing up for a Clarifai account using Google OAuth, the modal to complete profile registration did not appear automatically. Users had to manually refresh the sign-up modal to proceed. We fixed the issue, and the modal refreshes automatically as intended.
	Fixed issues with the account selector	To select an account, click your profile icon in the upper-right corner and choose the desired account from the dropdown list. Previously, in each listed account, the user's ID was hidden beneath the user's name, which caused the name to appear lower than the avatar icon. We fixed it, and the names and IDs now align correctly. Also, in some cases, the account selector dropdown would abruptly shift to the right and get cut off whenever a user switched accounts. We fixed it, and the selector now remains properly aligned during account changes.
	Fixed an issue with the collaborator feature	Previously, organization accounts could be added as collaborators to an app. We fixed it, and they can no longer be added as collaborators.