[Skip to main content](https://docs.clarifai.com/product-updates/changelog/release115/#__docusaurus_skipToContent_fallback) GPU Shortage?Make the most out of your GPUs with Compute Orchestration. [Learn More](/content/ebook-clarifai-executive-guide-2025/index.html) On this page **Release Date:** June 5th, 2025 * * * | New Feature | Improvement | Bug Fix | Enterprise Only | | --- | --- | --- | --- | | | | | | ## Agentic Frameworks [​](https://docs.clarifai.com/product-updates/changelog/release115/\#agentic-frameworks "Direct link to Agentic Frameworks") | Status | Change | Details | | --- | --- | --- | | | Introduced support for [agentic frameworks](https://docs.clarifai.com/compute/agents/) | - 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](https://docs.clarifai.com/compute/agents/mcp). This allows Clarifai users to bridge their AI agents with enterprise data and external APIs, providing dynamic, real-time context. | ## OpenAI Inferences [​](https://docs.clarifai.com/product-updates/changelog/release115/\#openai-inferences "Direct link to OpenAI Inferences") | Status | Change | Details | | --- | --- | --- | | | Introduced an [OpenAI-compatible](https://docs.clarifai.com/compute/models/inference/open-ai) API endpoint | - This endpoint allows you to leverage your existing OpenAI API code and workloads to make inferences with Clarifai models. | ## Token-Based Billing [​](https://docs.clarifai.com/product-updates/changelog/release115/\#token-based-billing "Direct link to Token-Based Billing") | Status | Change | Details | | --- | --- | --- | | | Added initial support for token-based [billing](/content/pricing/index.html) 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](https://docs.clarifai.com/compute/deployments/deploy-model/) 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 [​](https://docs.clarifai.com/product-updates/changelog/release115/\#published-models "Direct link to Published Models") | Status | Change | Details | | --- | --- | --- | | | Published new models | - Published [DeepSeek-R1-0528-Qwen3-8B](/content/deepseek-ai/deepseek-chat/models/DeepSeek-R1-0528-Qwen3-8B/index.html), 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](/content/qwen/qwenCoder/models/Qwen2_5-Coder-7B-Instruct/index.html), 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](/content/anthropic/completion/models/claude-opus-4/index.html), 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 [​](https://docs.clarifai.com/product-updates/changelog/release115/\#python-sdk "Direct link to Python SDK") | Status | Change | Details | | --- | --- | --- | | | Improved the Python SDK. Learn more [here](https://github.com/Clarifai/clarifai-python/blob/master/CHANGELOG.md). | - 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 [​](https://docs.clarifai.com/product-updates/changelog/release115/\#nodejs-sdk "Direct link to Node.js SDK") | Status | Change | Details | | --- | --- | --- | | | Improved the Node.js SDK. Learn more [here](https://github.com/Clarifai/clarifai-nodejs/blob/main/CHANGELOG.md). | - 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 [​](https://docs.clarifai.com/product-updates/changelog/release115/\#organization-settings-and-management "Direct link to Organization Settings and Management") | Status | Change | Details | | --- | --- | --- | | | Made improvements to [Clarifai Organizations](https://docs.clarifai.com/control/clarifai-organizations/) | - The create button is no longer visible to users who lack the necessary permissions to create resources within an organization. | ## Control Center [​](https://docs.clarifai.com/product-updates/changelog/release115/\#control-center "Direct link to Control Center") | Status | Change | Details | | --- | --- | --- | | | Made improvements to the [Control Center](https://docs.clarifai.com/portal-guide/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](https://docs.clarifai.com/control/control-center/teams-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 [​](https://docs.clarifai.com/product-updates/changelog/release115/\#platform-improvements "Direct link to 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. | - [Agentic Frameworks](https://docs.clarifai.com/product-updates/changelog/release115/#agentic-frameworks) - [OpenAI Inferences](https://docs.clarifai.com/product-updates/changelog/release115/#openai-inferences) - [Token-Based Billing](https://docs.clarifai.com/product-updates/changelog/release115/#token-based-billing) - [Published Models](https://docs.clarifai.com/product-updates/changelog/release115/#published-models) - [Python SDK](https://docs.clarifai.com/product-updates/changelog/release115/#python-sdk) - [Node.js SDK](https://docs.clarifai.com/product-updates/changelog/release115/#nodejs-sdk) - [Organization Settings and Management](https://docs.clarifai.com/product-updates/changelog/release115/#organization-settings-and-management) - [Control Center](https://docs.clarifai.com/product-updates/changelog/release115/#control-center) - [Platform Improvements](https://docs.clarifai.com/product-updates/changelog/release115/#platform-improvements)