How Does AI Get Its Information? Training Data, RAG, MCPs, and APIs Explained
AI gets its knowledge from three distinct layers: training data, retrieval systems, and live tool access like APIs and MCPs.Each data ...
Tag: RAG
Cyborg Unveils Encrypted RAG Blueprint to Secure the AI Knowledge Stack
Cyborg has released a new blueprint designed to solve one of AI’s most urgent paradoxes: how to harness retrieval-augmented generation ...
How to run RAG projects for better data analytics results
A vector database, which stores document embeddings, scales quickly and supports distributed storage for advanced indexing and vector querying. A ...
Agentic RAG Is The Next Step in Smarter Enterprise AI
Imagine asking your enterprise AI to compare two products, and instead of waiting ages for a clunky, step-by-step response, you ...
AI Agents + RAG = Agentic Retrieval
Transforming Enterprise AI with Agentic Retrieval Why Agentic Retrieval Matters for Enterprises Enterprises are moving away from traditional search methods ...
Forrester’s Guide To Retrieval-Augmented Generation (RAG)
As businesses increasingly lean on Generative Artificial Intelligence (genAI) to innovate customer experience and streamline operations, they encounter a critical ...
Overcoming AI hallucinations with RAG and knowledge graphs
Rather than storing data in rows and columns for traditional searches, or as embeddings for vector search, a knowledge graph ...
Understanding Retrieval – Augmented Generation (RAG): A Beginner’s Guide
Introduction: The Evolution of Information Retrieval Remember back in 2021 when searching for information online often felt like a bit ...
A practical guide to making your AI chatbot smarter with RAG • The Register
Hands on If you've been following enterprise adoption of AI, you've no doubt heard the term “RAG” tossed around. Short ...