Retrieval-Augmented Generation (RAG) and Large Language Models (LLMs) are two distinct yet complementary AI technologies. Understanding the differences between them is crucial for leveraging their ...
Data Cloud Vector Database will unify all business data, including unstructured data like PDFs, emails, and transcripts, with CRM data to enable grounding of AI prompts and Einstein Copilot, ...
“Despite efforts by LLM providers to avoid reproducing lengthy excerpts from single works, strings of words from ingested works persist in LLMs. This has significant legal implications….” A spate of ...
Unlock the full InfoQ experience by logging in! Stay updated with your favorite authors and topics, engage with content, and download exclusive resources. Spencer Judge discusses the architectural ...
If you are an SEO practitioner or digital marketer reading this article, you may have experimented with AI and chatbots in your everyday work. But the question is, how can you make the most out of AI ...
“Turn your enterprise data into production-ready LLM applications,” blares the LlamaIndex home page in 60 point type. OK, then. The subhead for that is “LlamaIndex is the leading data framework for ...
When I first wrote “Vector databases: Shiny object syndrome and the case of a missing unicorn” in March 2024, the industry was awash in hype. Vector databases were positioned as the next big thing — a ...
There's a whole world of tools to launch local LLMs out there, and these are some of the best.