Generative AI and Large Language Models (LLMs)

In these resources, you will learn how to unlock text insights in Dataiku through Generative AI technology, specifically large language models (LLMs).

Concepts

• Concept | LLM connections
• Concept | Guardrails against risks from Generative AI and LLMs
• Concept | Prompt Studios and Prompt recipe
• Concept | Classify text recipe
• Concept | Summarize text recipe
• Concept | Embed recipe and Retrieval Augmented Generation (RAG)

Tutorials

• Tutorial | Prompt engineering with LLMs
• Tutorial | Classify text with generative AI
• Tutorial | Summarize text with generative AI
• Tutorial | Use the Retrieval Augmented Generation (RAG) approach for question-answering

Examples

• Example | Token classification

• Example | Multimodal LLMs