Generative AI¶
DataRobot’s Generative AI capabilities allow you to build enterprise-grade generative API applications using state-of-the-art LLMs and comprehensive evaluation tooling. These endpoints include the functionality for creating and managing vector databases, building and evaluating LLM blueprints, and prompt engineering and chat comparisons.
| Topic | Description |
|---|---|
| LLM blueprints | Create, configure, test, and deploy LLM blueprints for generative AI workflows. |
| Prompting | Manage prompt templates, compare chat completions, and configure LLM playground settings. |
| Vector databases | Create and manage vector databases that store embeddings for retrieval-augmented generation. |
| LLM compliance tests | Run LLM compliance and robustness tests to evaluate model safety and output quality. |
| Agents | Register, discover, and manage agents and agent cards for agentic applications. |
| Agentic memory service | Store chat history and mem0-compatible memory for persistent agentic workflows. |