# RAG workflows

> RAG workflows - Create and compare LLM blueprints, configure metrics, and compare LLM blueprint
> responses before deployment.

This Markdown file sits beside the HTML page at the same path (with a `.md` suffix). It summarizes the topic and lists links for tools and LLM context.

Companion generated at `2026-05-06T18:17:09.559311+00:00` (UTC).

## Primary page

- [RAG workflows](https://docs.datarobot.com/en/docs/agentic-ai/playground-tools/index.html): Full documentation for this topic (HTML).

## Related documentation

- [Agentic AI](https://docs.datarobot.com/en/docs/agentic-ai/index.html): Linked from this page.
- [list of considerations](https://docs.datarobot.com/en/docs/reference/gen-ai-ref/genai-consider.html): Linked from this page.
- [Playground overview](https://docs.datarobot.com/en/docs/agentic-ai/playground-tools/playground-overview.html): Linked from this page.
- [Create LLM blueprints](https://docs.datarobot.com/en/docs/agentic-ai/playground-tools/build-llm-blueprints.html): Linked from this page.
- [Add a text generation NVIDIA NIM to an LLM blueprint](https://docs.datarobot.com/en/docs/agentic-ai/playground-tools/add-deployed-nvidia-nim.html): Linked from this page.
- [Chatting with LLM blueprints](https://docs.datarobot.com/en/docs/agentic-ai/playground-tools/rag-chatting.html): Linked from this page.
- [Compare LLM blueprints](https://docs.datarobot.com/en/docs/agentic-ai/playground-tools/compare-llm.html): Linked from this page.
- [Add evaluation metrics to an LLM blueprint](https://docs.datarobot.com/en/docs/agentic-ai/playground-tools/playground-eval-metrics.html): Linked from this page.
- [Deploy LLMs to production](https://docs.datarobot.com/en/docs/agentic-ai/playground-tools/deploy-llm.html): Linked from this page.

## Documentation content

> [!NOTE] Availability information
> DataRobot's GenAI capabilities are a premium feature; contact your DataRobot representative for enablement information. Try this functionality for yourself in a limited capacity in the DataRobot trial experience.

Create and compare LLM blueprints, configure metrics, and compare LLM blueprint responses before deployment. See the [list of considerations](https://docs.datarobot.com/en/docs/reference/gen-ai-ref/genai-consider.html) to keep in mind when working with DataRobot GenAI.

| Topic | Description |
| --- | --- |
| Playground overview | Navigate through the GenAI playground. |
| Create LLM blueprints | Create LLM blueprints and fine-tune results. |
| Add a text generation NVIDIA NIM to an LLM blueprint | Premium feature. Add a deployed text generation NVIDIA NIM to a playground. |
| Chatting with LLM blueprints | Use single and comparison chats. |
| Compare LLM blueprints | Compare LLM blueprint chat results. |
| Add evaluation metrics to an LLM blueprint | Configure evaluation and moderation guardrails for LLM blueprints. |
| Deploy LLMs to production | Register LLMs for deployment. |