---
title: "Version 2.5"
slug: "ml-version-25"
updated: 2025-03-20T11:54:27Z
published: 2025-03-20T11:54:27Z
canonical: "docs.knovvu.com/ml-version-25"
---

> ## 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 2.5

## Version 2.5
### 20 March, 2025

:::(Error) (Important Note!)
Question-Answering (v17) must be used with **Knovvu VA & Knovvu ML v2.5**
It is **not backward compatible** with earlier versions. 
:::

:::(Info) (AI Module Note)
Please use the following stable AI modules for the v2.5 update! 

* sentence-embedding (v18)
* text-normalization (v27)
* text-classification-mlp (v24)
* question-answering (v17)
* text-sentiment (v16)
* text-clustering (v25)
* text-language (v10)
* generative-ai (v2)
* text-summarization (v9) -- Requires Vllm for operation, cannot function independently.
:::


### Improvements

**New Version of AI Modules:**
* text-normalization-v27 has been tested and released.
* text-classification-mlp-v24 has been tested and released.
* question-answering-v17 has been tested and released.
* text-sentiment (v16) has been tested and released.
* text-clustering (v25) has been tested and released.