Release 11.5

Release Date: June 5th, 2025

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New Feature	Improvement	Bug Fix	Enterprise Only

Agentic Frameworks

Status	Change	Details
	Introduced support for agentic frameworks	This signifies a major advancement, enabling the development and orchestration of multi-step, goal-directed AI agents that can autonomously reason, plan, and take actions across Clarifai's platform. Additionally, Clarifai now integrates the Model Context Protocol (MCP) and enables building MCP servers. This allows Clarifai users to bridge their AI agents with enterprise data and external APIs, providing dynamic, real-time context.

OpenAI Inferences

Status	Change	Details
	Introduced an OpenAI-compatible API endpoint	This endpoint allows you to leverage your existing OpenAI API code and workloads to make inferences with Clarifai models.

Token-Based Billing

Status	Change	Details
	Added initial support for token-based billing for some large language models (LLMs) and image generation models	The token-based billing will align pricing with industry standards and better reflect the costs associated with these models. The token-based pricing will be gradually applied only to inference on the Community using models deployed with Clarifai's default Shared compute. Dedicated compute instances will continue to use per-compute-time billing, regardless of the type of model deployed. Also, the per-request billing will continue for legacy vision models on the Community.

Published Models

Status	Change	Details
	Published new models	Published DeepSeek-R1-0528-Qwen3-8B, which improves reasoning and logic via better computation and optimization, nearing the performance of top models like O3 and Gemini 2.5 Pro. Published Qwen2_5-Coder-7B-Instruct, a code-specific LLM series (0.5B–32B) with improved code generation, reasoning, and fixing. Trained on 5.5T tokens, the 32B model rivals GPT-4o in coding capabilities. Published Claude Opus 4, a state-of-the-art large language model from Anthropic. It supports text and multimodal inputs and can generate high-quality, context-aware text completions, summaries, and more.

Python SDK

Status	Change	Details
	Improved the Python SDK. Learn more here.	Restored support for pretrained model configuration files. Added clarifai model init CLI command to generate default files for model upload. Resolved an issue with model upload reliability. Improved handling of Clarifai config in URL construction. Updated code snippets for MCP and OpenAI integrations. Fixed issues related to model upload workflows. Resolved a bug in MCPModelClass that affected notifications. Enhanced OpenAIModelClass to streamline request processing, improve modularity, and simplify parameter extraction and validation. Fixed a bug in OpenAIModelClass to ensure full JSON responses are returned. Cleaned up fastmcp implementation for better maintainability. Added OpenAIModelClass to support integration with OpenAI-compatible API endpoints. Fixed utility functions for OpenAI messages and code snippets. Simplified OpenAI client wrapper functions. Added MCP integration, expanded CLI support, and improved handling of environment variables. Resolved various Python-specific bugs and syntax issues. Introduced a base class for visual classifier models. Now prints script path after model upload for easier reference. Added AMD-related enhancements. Removed redundant model downloads and improved error logging for gated Hugging Face repositories. Introduced a base class for visual detector models. Removed rich from requirements for a leaner dependency set. Added parameter support for inference configuration in both model.py and the frontend. Fixed query parameter retrieval in ClarifaiAuthHelper for Streamlit apps. Corrected pyproject.toml configuration. Resolved issues in local development runners. Fixed runner ID misassignment in local dev runner setup. Switched to uv and ruff to speed up testing, formatting, and linting. Replaced inappropriate use of == with is for Pythonic comparisons. Simplified local dev runner setup via CLI commands. Fixed indirect inheritance issue from ModelClass.

Node.js SDK

Status	Change	Details
	Improved the Node.js SDK. Learn more here.	Introduced a more efficient model inference technique for better performance. Enabled support for OpenAI-compatible API endpoints in Node.js environments. Fixed a minor issue with type exports for improved developer experience. Ensured package compatibility with both ESM and CommonJS (CJS) environments. Resolved security vulnerabilities by updating affected package versions.

Organization Settings and Management

Status	Change	Details
	Made improvements to Clarifai Organizations	The create button is no longer visible to users who lack the necessary permissions to create resources within an organization.

Control Center

Status	Change	Details
	Made improvements to the Control Center	The colors used in bar and line charts within the Control Center are now more consistent across different charts and when viewing detailed reports. This resolves a previous issue where colors would change unexpectedly, improving visual coherence. The Control Center now displays a "no data available" message instead of zeros when there is no data to show. This provides a clearer indication of the data status. The Teams and Logs tab in the Control Center is now hidden for users who do not have audit logging access. Previously, the tab was visible but empty or showed an error message.

Platform Improvements

Status	Change	Details
	Made platform improvements	Added a "Remember Me" option to the homepage login page, in addition to the one already existing in the login popup window. This provides users with a consistent login experience. Improved the reliability of cover image generation for resources, resulting in a better user experience. Implemented pagination for personal access token (PAT) keys. This will allow users with a large number of keys to navigate them more easily across multiple pages. Enhanced the homepage to improve overall usability. Hid the Recent Activity section on the homepage for users or organizations without access permissions. Made visual improvements to the billing interface, including a more appealing display of credit cards and a smoother plan change process.