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 | Prompt Studios and Prompt recipe Concept | Classify text recipe Concept | Summarize text recipe Concept | Retrieval Augmented Generation (RAG) approach and the Embed recipe 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 References# Reference | LLM connections FAQs# FAQ | Are the LLM connections secure? FAQ | Can I detect toxic language? FAQ | How can I assess the cost? FAQ | Can I use the cache to reduce the cost? FAQ | Can I audit the LLM connections? Examples# Example | Token classification Example | Multimodal LLMs
