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

Tutorials

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

Examples

• Example | Token classification

• Example | Multimodal LLMs