Lightning Lessons

Turn Unstructured Text Into Insights With AI

Hosted by Greg Kamradt

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Build With LLMs: AI Engineering Patterns for Scrappy Developers
Greg Kamradt
Greg Kamradt

What you'll learn

Unstructured > Structure data mindset

Extract insights from unstructured data sources like transcripts, meetings or notes

Insight Extraction Prompting

Build a working prompt to extract insights from a body of text via the "meta prompting" method

Get more with Prompt Optimizers

Get an introductory understanding of optimizing prompts with automated tools

Why this topic matters

One of the largest untapped opportunities in AI is to structure unstructured data. Give AI your messy data like transcripts, meeting notes, customer feedback or surveys and learn to extract insights from it. Once your data is structured, you can finally take action on it.

You'll learn from

Greg Kamradt

Founder @ Leverage, AI Educator

Greg Kamradt, AI Product & Education Leader @ Leverage, has helped over +100K developers build AI applications from companies like Google, Zillow, Meta, Nvidia, and Microsoft. Currently, he is CEO of Leverage, an AI Product & Education Studio. Previously he was Director of Growth at Salesforce.


Greg authored the original "Needle In A Haystack" analysis, testing the long-context utilization of LLMs. Greg also co-leads ARC Prize, $1M competition to beat the #1 AGI benchmark, ARC-AGI.


With over 53K subscribers on YouTube, Greg is an active leader & voice in building AI applications.

Taught Developers at

Google
Zillow
Meta
Microsoft
Opendoor

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