Hello 👋, my name is Ken Collins.

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Knowledge & Retrieval

Llama Chat History with Zep's AI Memory & Knowledge Graph

I’ve been pretty bullish on the future of AI models like Meta’s Llama 3 series and their inference stack. By making their platform widely accessible, Meta enables competitive innovation while pursuing platform and developer standardization - a natural fit for an industry moving toward small, customizable solutions. Yet,
Ken Collins
9 min read

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A spiral pattern composed of small repeating llama silhouettes arranged like dots.
Knowledge & Retrieval

Llama Chat History with Zep's AI Memory & Knowledge Graph

I’ve been pretty bullish on the future of AI models like Meta’s Llama 3 series and their inference stack. By making their platform widely accessible, Meta enables competitive innovation while pursuing platform and developer standardization - a natural fit for an industry moving toward small, customizable solutions. Yet,
Ken Collins
9 min read
Multi AI Agent Systems using OpenAI's Assistant's API
Agents & Copilots

Multi AI Agent Systems using OpenAI's Assistant's API

A few weeks ago we explored using OpenAI's new Assistant's API to build a personal creative assistant capable of creating consistent on-brand artwork using Ideogram. Back then I promised we would explore expert-based architectures in a future post... and today is that day. 🥳 Two major updates
Ken Collins
5 min read
Top 20 AI Learning Resources
Learning & Lessons

Top 20 AI Learning Resources

Everyone has their own unique learning style. I personally thrive on creating innovative tools and ideas, finding inspiration in the most unexpected places—be it a tweet, a snippet from a YouTube video, or the latest updates from fellow trailblazers in this exciting field. Remember, it is never too late
Ken Collins
5 min read
RAGs To Riches - Part #2 Building on Lambda
Knowledge & Retrieval

RAGs To Riches - Part #2 Building on Lambda

Welcome to the second part of this two-part series on using AWS Lambda to build a Retrieval-Augmented Generation (RAG) application with OpenAI. In this part, we will create a ChatGPT-style frontend that you can run locally to explore retrieval patterns with OpenAI & the Luxury Apparel dataset.
Ken Collins
7 min read
RAGs To Riches - Part #1 Generative AI & Retrieval
Knowledge & Retrieval

RAGs To Riches - Part #1 Generative AI & Retrieval

Welcome to my two-part series on using AWS Lambda to build a retrieval-augmented generation (RAG) application with OpenAI. In this first part, we will explore the basics of generative AI and retrieval. In the second part, we will build a RAG application using AWS Lambda, Express, and SQLite VSS.
Ken Collins
5 min read

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