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Rag & Grounding AI

The RAG & Grounding AI category explores methods that introduce Retrieval-Augmented Generation (RAG) as a way to ground AI systems, ensuring LLM responses are based on real, verifiable information. By retrieving relevant data from trusted sources, grounding prevents hallucinations—the creation of false or misleading content. This category covers RAG architectures, grounding techniques, and evaluation methods to enhance the accuracy, reliability, and factual alignment of AI-generated outputs.

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Surreal collage featuring fragmented facial features layered with abstract shapes on a black‑to‑blue gradient background.
Rag & Grounding AI

AI Hallucination Prevention and How RAG Helps

Megna Anand

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AI Engineer, Enterprise Solutions

February 27, 2026

Blog

Blue graphic background with geometric lines and small squares, featuring centered white text that reads ‘Semantic Chunking: A Developer’s Guide to Smarter Data.’
Rag & Grounding AI

Semantic Chunking: A Developer's Guide to Smarter RAG Data

Megna Anand

, 

AI Engineer, Enterprise Solutions

February 19, 2026

Blog

Abstract illustration of floating 3D cubes on a gradient blue background, with dotted wave patterns flowing around them, symbolizing motion and connection.
Rag & Grounding AI

What Is AI Grounding and How Does It Work?

Brooke Grief

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Head of Content & Web

December 3, 2025

Blog

Rag & Grounding AI

How CIOs Can Minimize LLM Hallucinations and Maximize AI Accuracy in 2025

You.com Team

July 18, 2025

Blog

Rag & Grounding AI

AI Hallucinations 101: Understanding the Challenge and How to Get Trusted Search Results

You.com Team

May 1, 2025

Blog

How to Build a RAG Pipeline: A Step-by-Step Guide for Developers
Rag & Grounding AI

How to Build a RAG Pipeline: A Step-by-Step Guide for Developers

You.com Team

Blog

What Is RAG Evaluation? A Developer Guide to Measuring Retrieval-Augmented Generation Quality
Rag & Grounding AI

What Is RAG Evaluation? A Developer Guide to Measuring Retrieval-Augmented Generation Quality

You.com Team

Blog

RAG vs Fine-Tuning for LLM Applications: When To Use Each Approach
Rag & Grounding AI

RAG vs Fine-Tuning for LLM Applications: When To Use Each Approach

You.com Team

Blog