# Applied AI

> Computer vision, RAG and automation: from terrain to prototype to measurable use.

News

## Applied AI

Computer vision, RAG and automation: from terrain to prototype to measurable use.

- [EmbeddingGemma 2: Building a Multimodal RAG That Stays on Your Device](https://sdx-development.com/en/news/applied-ai/multimodal-rag-that-stays-on-your-device) — EmbeddingGemma 2: how can you build a local multimodal RAG for text, code, images, and audio? Architectures, a Python tutorial, memory, and privacy.
- [ChatGPT Plugin for SaaS: When Should You Consider One?](https://sdx-development.com/en/news/applied-ai/chatgpt-plugin-for-saas-when-to-consider-one) — ChatGPT plugins, MCP, and embedded interfaces: the criteria for deciding which SaaS features to expose and how to preserve their permissions.
- [RAG and WebGPU: When Your Website Becomes an AI Assistant](https://sdx-development.com/en/news/applied-ai/rag-webgpu-ai-assistant-first-version) — My RAG AI assistant with WebGPU: first version, benefits, limitations, and possible applications for real estate, catalogs, and business websites.
- [Computer vision with YOLO: from model to production workflow](https://sdx-development.com/en/news/applied-ai/computer-vision-yolo-production-workflow) — A computer vision project is not limited to choosing YOLO: data, terrain conditions, integration and quality measurement count as much.
- [RAG: making the company's knowledge truly usable](https://sdx-development.com/en/news/applied-ai/rag-making-company-knowledge-usable) — An RAG system links an AI to trusted documents to produce useful, sourcing and rights-of-access responses.

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