Integrate Agentic AI

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How does Agentic AI function within Mendix, and how can we develop an AI agent in Mendix that autonomously makes decisions, adapts dynamically based on real-time data, and continuously improves by learning from historical data? What are the technical approaches and architectural components required to implement this within Mendix?
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2 answers
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Hi Harish,

 

Thank you for reaching out! There are a number of GenAI connectors already available on the Mendix marketplace that cover the implementation of GenAI patterns that could be relevant.

For anyone in the process of defining a use case, I can recommend to take a look some of our starter apps for inspiration: Support Assistant (https://marketplace.mendix.com/link/component/231035) and the RFP Assistant (https://marketplace.mendix.com/link/component/235917).

Both contain implementations of agentic capabilities, both with and without chat interfaces.

 

The used patterns that make the behavior agentic are: function calling to perform in-app actions, interact with data, retrieve semantically relevant background information from a knowledge base, retrieve historical information.

 

The relevant connectors present in these apps are:

- GenAI For Mendix, GenAI Commons, ConversationalUI (3 modules in 1 package): https://marketplace.mendix.com/link/component/227931

- OpenAI Connector: https://marketplace.mendix.com/link/component/220472

- Amazon Bedrock connector: https://marketplace.mendix.com/link/component/215042

 

For a more technical set of examples of GenAI interactions, including function calling that can be used for performing actions, next similarity search and RAG can be found in the GenAI Showcase app: https://marketplace.mendix.com/link/component/220475

 

The following pages on mendix docs will be useful as well to read more about the patterns and capabilities:

https://docs.mendix.com/appstore/modules/genai/using-genai/howto-functioncalling/

https://docs.mendix.com/appstore/modules/genai/prompt-engineering/

https://docs.mendix.com/appstore/modules/genai/rag/

 

Hope this helps!

 

Regards,

Tom

answered
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Hi Harish,

 

since Tom's last message, we have released great new content in the context of agentic AI.

 

Marketplace:

- Agent Builder Starter App comes with all components of the Mendix Agents Kit to help you build  smart, agentic AI apps with Mendix.

- Agent Commons lets you define agents at runtime and is compatible with all major model providers.

- GenAI Showcase App contains new example implementations for common multi-agent patterns such as evaluator-optimizer or routing.

 

Documentation & blog posts:

- Create your first agent

- https://www.mendix.com/blog/how-multi-agent-ai-systems-in-mendix-can-train-you-for-a-marathon/

 

I hope this helps. Keep an eye on the release blog, there's more to come!

 

Cheers

Tina

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