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**Release Date:** November 7th, 2025

* * *

| New Feature | Improvement | Bug Fix | Enterprise Only |
| --- | --- | --- | --- |
|  |  |  |  |

## Single-Click Deployments [​](https://docs.clarifai.com/product-updates/changelog/release1110/\#single-click-deployments "Direct link to Single-Click Deployments")

| Status | Change | Details |
| --- | --- | --- |
|  | Introduced one-click deployments | - Previously, users had to manually configure clusters and nodepools before [deploying a model](https://docs.clarifai.com/compute/deployments/deploy-model), with limited setup guidance. <br>- Now, the platform automatically recommends suitable instance types based on model requirements and creates clusters or nodepools if none exist — enabling seamless, one-click model deployment. |

## Environment Secrets [​](https://docs.clarifai.com/product-updates/changelog/release1110/\#environment-secrets "Direct link to Environment Secrets")

| Status | Change | Details |
| --- | --- | --- |
|  | Introduced environmental secrets | - Environment secrets are encrypted values that can be used as environment variables in your workflows. <br>- Learn more about them [here](https://docs.clarifai.com/control/authentication/environment-secrets/). |

## Structured Outputs [​](https://docs.clarifai.com/product-updates/changelog/release1110/\#structured-outputs "Direct link to Structured Outputs")

| Status | Change | Details |
| --- | --- | --- |
|  | Added support for structured JSON outputs | - You can now generate structured JSON outputs directly from Clarifai-hosted OpenAI-compatible models using Pydantic schemas. <br>- This feature ensures that model responses adhere to a defined data structure, making it easier to integrate outputs into downstream applications safely and reliably.<br>- Learn more about them [here](https://docs.clarifai.com/compute/inference/open-ai/#structured-outputs). |

## Toolkits [​](https://docs.clarifai.com/product-updates/changelog/release1110/\#toolkits "Direct link to Toolkits")

| Status | Change | Details |
| --- | --- | --- |
|  | Added support for [toolkits](https://docs.clarifai.com/compute/toolkits/) | - Added SGLang toolkit support to the CLI `init` command — `clarifai model init --toolkit sglang`. <br>- Added Python toolkit support to the CLI `init` command — `clarifai model init --toolkit python`. |

## Published Models [​](https://docs.clarifai.com/product-updates/changelog/release1110/\#published-models "Direct link to Published Models")

| Status | Change | Details |
| --- | --- | --- |
|  | Published new models | - Published [DeepSeek-OCR](/content/deepseek-ai/deepseek-ocr/models/DeepSeek-OCR/index.html), which achieves SOTA 96%+ OCR precision at 9-10× compression ratio, ~90% accuracy at 10-12× compression ratio, and massive production scalability with 200,000+ pages per day with a single A100-40G GPU. <br>- Published [GLM-4.6](/content/zai/completion/models/GLM_4_6/index.html), which unifies reasoning, coding, and agentic capabilities into a single model. |

## Python SDK [​](https://docs.clarifai.com/product-updates/changelog/release1110/\#python-sdk "Direct link to Python SDK")

| Status | Change | Details |
| --- | --- | --- |
|  | Improved the Python SDK <br> Learn more [here](https://github.com/Clarifai/clarifai-python/blob/master/CHANGELOG.md) | - Fixed missing `user_id` parameter issue in the CLI `local-runner` command.<br>- Added Model Deployment Workflow step after Model Upload in the CLI.<br>- Added optional protobuf response details in Pythonic models with parameter validation.<br>- Added `USER_ID` field to the configuration in CLI Model Init.<br>- Added user input prompt for OpenAI local runner initialization.<br>- Fixed `async_client` initialization issue.<br>- Disabled `async_stub` during `ModelClient` initialization.<br>- Fixed `UnboundLocalError` in model init when using `--model-type-id` without a toolkit.<br>- Added `config-lock.yaml` support to `clarifai pipeline upload`. |

## Control Center [​](https://docs.clarifai.com/product-updates/changelog/release1110/\#control-center "Direct link to Control Center")

| Status | Change | Details |
| --- | --- | --- |
|  | Updated the Control Center to provide unified reporting for all models, regardless of billing method | - Previously, usage stats depended on how models were billed — ops, tokens, or compute time. <br>- Now, all models report operations, and LLMs also report tokens, ensuring consistent and transparent usage metrics across the platform. |

## Platform [​](https://docs.clarifai.com/product-updates/changelog/release1110/\#platform "Direct link to Platform")

| Status | Change | Details |
| --- | --- | --- |
|  | Improved the Community search to deliver more relevant results | - Previously, all search criteria, such as model ID, user ID, and descriptions, were weighted equally. <br>- Now, model IDs (for example, `gpt-oss-120b`) carry greater weight, making searches more accurate and relevant to specific models. |

- [Single-Click Deployments](https://docs.clarifai.com/product-updates/changelog/release1110/#single-click-deployments)
- [Environment Secrets](https://docs.clarifai.com/product-updates/changelog/release1110/#environment-secrets)
- [Structured Outputs](https://docs.clarifai.com/product-updates/changelog/release1110/#structured-outputs)
- [Toolkits](https://docs.clarifai.com/product-updates/changelog/release1110/#toolkits)
- [Published Models](https://docs.clarifai.com/product-updates/changelog/release1110/#published-models)
- [Python SDK](https://docs.clarifai.com/product-updates/changelog/release1110/#python-sdk)
- [Control Center](https://docs.clarifai.com/product-updates/changelog/release1110/#control-center)
- [Platform](https://docs.clarifai.com/product-updates/changelog/release1110/#platform)