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 recipes 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 | Build a multimodal knowledge bank for a RAG project
- Tutorial | Build a conversational interface with Dataiku Answers
- Tutorial | Use the Retrieval Augmented Generation (RAG) approach for question-answering
- Tutorial | LLM evaluation