5 docs tagged with "LLM"

Accessing LLMs

Learn how to access Large Language Models through AWS Bedrock and OpenAI for building RAG chatbots

Data Setup & Embeddings

Learn how to prepare data and generate vector embeddings for RAG chatbots

RAG Application Using AWS Knowledgebase

Learn how to prepare data and create Knowledgebases for RAG chatbots using AWS Bedrock service

RAG Evaluation Framework - A Practical Guide

Learn how to build and apply a RAG evaluation framework to track hallucinations, factual consistency, and response quality in AI applications.

Understanding AI Agent & Design Patterns

Learn what AI agents are, how they differ from traditional applications, and explore practical agent design patterns including reflection, planning, and tool-augmented agents using CrewAI.