AWS Machine Learning Blog

OCTOBER 15, 2024

Your knowledge base should comprise multiple data sources, including: Responses for an application discovery questionnaire ( See example ) Output from the configuration management database (CMDB) or AWS Application Discovery Agent data ( See example ) Best practices and white-papers on migration to AWS (for example, Migration Lens – AWS Well-Architected (..)

Prompt Engineering 91

Prompt Engineering Prompt Engineer Generative AI Large Language Models 91

AWS Machine Learning Blog

JULY 24, 2024

Next you need to index the data to make it available for a Retrieval Augmented Generation (RAG) approach where relevant passages are delivered with high accuracy to a large language model (LLM). Each document type has a separate folder: blogs, case-studies, analyst reports, user guides, and white papers.

Metadata 127

Metadata IDP Generative AI LLM 127

Flipboard

NOVEMBER 20, 2024

Importantly, our AI assistant’s responses are limited to authorized data sources only, not drawing from general Large Language Model (LLM) knowledge. He has been featured in various news publications, authored multiple security-focused white papers, and is a frequent speaker at industry events.

Generative AI 146

Generative AI AI AI Large Language Models 146