# Develop a generative AI (GenAI) application

The [sample chatbot call flow](https://docs.qualcomm.com/doc/80-70029-15B/topic/use-genai-model-with-genie.html#genie-chatbot-call-flow) using the Qualcomm Generative AI Inference
Extensions (Genie) API demonstrates a simplified implementation. Real-world GenAI applications are significantly
more complex. Real-world GenAI application development focuses on building intelligent, interactive solutions that
leverage large language models (LLMs) and multimodal models to deliver natural, context-aware experiences.
Unlike traditional AI workflows, GenAI applications require careful orchestration of model inference,
prompt engineering, and integration with user interfaces and backend systems.

The following sample GenAI sample applications are available for Qualcomm platforms.
Some applications focus on a single use case, like text-to-text and text-to-image, while others focus on
integrating more than one use case in an end-to-end solution. The following table summarizes the available
GenAI sample applications.

| Title | Reference | Details |
| --- | --- | --- |
| LLM chat application | [ai-hub-apps/apps/android/ChatApp at main · quic/ai-hub-apps · GitHub](https://github.com/quic/ai-hub-apps/tree/main/apps/android/ChatApp) | Reference application provided for Android platforms. `genie-t2t-run` can directly be used on IoT platforms. |
| GenAI Studio | [sample-apps-for-qualcomm-linux/GenAI-Solutions/GenAI-Studio at main · quic/sample-apps-for-qualcomm-linux · GitHub](https://github.com/quic/sample-apps-for-qualcomm-linux/tree/main/GenAI-Solutions/GenAI-Studio) | GenAI Studio is a containerized solution for rapid prototyping and customization of AI workflow that simplifies the<br>creation and deployment of Generative AI applications on Qualcomm Linux systems.<br><br><br>GenAI Studio has applications for text generation, text-to-speech, image generation, and speech-to-text. All<br>applications are accessible through a web interface. |

Last Published: Apr 02, 2026

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