---
title: "Version 3.1"
slug: "ml-version-31"
updated: 2025-05-12T10:59:54Z
published: 2025-05-12T10:59:54Z
canonical: "docs.knovvu.com/ml-version-31"
---

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.knovvu.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Version 3.1

## Version 3.1
### 12 May, 2025

:::(Error) (Deprecation Note)
The following internal Clustering & Classification APIs are deprecated as of version v3.1 and should no longer be used. Please refer to the updated documentation for alternative methods and supported APIs.

* [Product Integration](https://docs.knovvu.com/docs/ml-product-integration): {{baseUrl}}/sestekai-api/api/app/product-integrations 

* [Check Dependency Modules](https://docs.knovvu.com/docs/check-dependency-modules): {{baseUrl}}/sestekai-api/api/app/external-trainings/check-dependency-status

* [Send Training Request](https://docs.knovvu.com/docs/ml-send-training-request): {{baseUrl}}/sestekai-api/api/app/external-trainings/train

* [Check Training & Inference Status](https://docs.knovvu.com/docs/ml-check-training-inference-status): {{baseUrl}}/sestekai-api/api/app/external-trainings/:modelId/progress

:::

:::(Info) (AI Module Note)
Please use the following stable AI modules for the v3.1 update! 

* ai-agent (v1) -- Optional service, requires Qdrant Vector Database
* sentence-embedding (v22)
* text-normalization (v29)
* text-classification-mlp (v26)
* question-answering (v17)
* text-sentiment (v17)
* text-clustering (v27)
* text-language (v11)
* text-summarization (v9) -- Requires Vllm for operation, cannot function independently.

:::

### Improvements

**New Version of AI Modules:**
*  text-classification-mlp (v26) has been tested and released.
*  text-summarization (v9) has been tested and released.