Tagging Data in LLM Prompts for Repeatable OutputWhat’s the best way for a prompt to operate on runtime data? Should we use string concatenation like we did for SQL before we knew better?Sep 27Sep 27
Coaxing GenAI to Reliably Create Grid Tables in Pandoc MarkdownToday’s LLMs struggle with Pandoc’s strict Markdown grid table format, necessitating retries. But how do we know when the Markdown is…Sep 21Sep 21
CloudFormation and VSCodeVSCode has a few extensions for CloudFormation templates. The linter is highly recommended and is sorely missing from the AWS ConsoleJun 4Jun 4
AWS DevOps Hero Part 1: Deploy a Web Application to AWS Using CloudFormationThis CloudFormation template builds the following infrastructure for a typical web app (see the diagram below) running on AWS:Apr 19Apr 19
Querying AWS Athena Using Natural Language with Langchain and ChatGPTLet’s use GPT programmatically to query virtually any data that is accessible to AWS Athena (CSV files, SQL databases, Cloudwatch Logs, …)…Jan 8Jan 8
OARS (Object/Action/Role/Scope) Matrix :Document your app’s hidden capabilities matrix early and often!Nov 19, 2023Nov 19, 2023
