Organizations often want to combine generative AI with their own data to summarize content, synthesize information or answer questions. AI chatbots don't automatically have access to enterprise data.

Organizations can use retrieval-augmented generation with large language models to democratize data analytics, lowering the technical skill barrier employees need to use data in daily tasks. LLMs ...

See how to query documents using natural language, LLMs, and R—including dplyr-like filtering on metadata. Plus, learn how to use an LLM to extract structured data for text filtering. One of the ...

AI's RAG is not a panacea for hallucinations, but it's here to stay, which may mean ultimately adapting the training of large language models to better accommodate RAG. Much of the interest ...