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Add cross-reference
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content/en/docs/refguide/modeling/integration/machine-learning-kit/_index.md

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* [Pre- and Post-Processor Design Patterns](/refguide/machine-learning-kit/design-patterns/pre-post-processor-patterns/)
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* [ML model mapping](/refguide/ml-model-mapping/), an entry in the Studio Pro guide about the service document for machine learning models
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* [Call ML Model](/refguide/call-ml-model/), about the microflow [activity](/refguide/activities/) to call an imported ML model in a microflow
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## 4 Read More
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* [Introducing the Mendix ML Kit for Low-Code ML Deployment](https://www.mendix.com/blog/introducing-the-mendix-ml-kit-for-low-code-deployment/)

content/en/docs/refguide/modeling/mx-assist-studio-pro/_index.md

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## 1 Introduction
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Mendix Assist refers to Mendix Platform capabilities that leverage Artificial Intelligence (AI) and Machine Learning (ML) to assist developers in application development, the so-called AI-Assisted Development (AIAD). The purpose of Mendix Assist is to help development teams in modeling and delivering Mendix applications faster, more consistently, and with higher quality.
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Mendix Assist refers to Mendix Platform capabilities that leverage [artificial intelligence (AI)](https://www.mendix.com/glossary/artificial-intelligence-ai/) and [machine learning (ML)](https://www.mendix.com/glossary/machine-learning/) to assist developers in application development (via AI-assisted development (AIAD)). The purpose of Mendix Assist is to help development teams in modeling and delivering Mendix applications faster, more consistently, and with higher quality.
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Mendix Assist consists of different capabilities that act as a virtual co-developer bot, each specialized in a certain domain or stage of the application lifecycle development. Currently, Mendix Assist consists of the following virtual co-developer bots:
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