Free Lesson

Learn To Build An AI Agent Memory System

Hosted by Sol Farahmand

Thu, Jul 23, 2026

5:30 PM UTC (30 minutes)

Virtual (Zoom)

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What you'll learn

Tell working memory apart from persistent memory

Learn why chat history disappears after a session unless you save it to a database yourself.

Write procedural memory rules with a SKILL.md file

Learn to encode behavior rules, like how to handle an angry customer, in a simple markdown file.

Store durable facts in semantic memory

Learn to save user profiles and company facts in a vector database so agents remember who you are.

Use RAG and top-K search to control token cost

Learn to retrieve only the most relevant facts instead of feeding an entire database into the LLM.

Build a consolidation gate with a summarizer agent

Learn to distill old conversations into semantic facts on a schedule instead of searching everything.

Why this topic matters

Memory is not automatic, so every session is wiped unless the system explicitly saves it. Understanding the four memory layers, working, procedural, semantic, and episodic, along with the consolidation process, is what separates a functional AI agent from one that repeats itself or becomes too slow and costly to run at scale.

You'll learn from

Sol Farahmand

AI Hackathon Winner | 2X Entrepreneur | AI Workflow Builder

Hi, my name is Sol, I’m a business owner taking on some of my toughest business tasks with AI to increase productivity, and I want to share my learning journey with you so that you can skip the trial and error of using AI.

I’ve built hands-on AI systems using tools like Lovable, Claude Cowork, MindStudio, Claude Code, and Codex. I specialize in turning complex AI concepts into practical systems that professionals and business owners can actually use.

I’m an AI hackathon winner, have published 5 Skills, and teach through real implementation instead of theory.

What makes my teaching different is that I help you become operational with AI and improve productivity that fits directly into your day-to-day work.

See all products from Sol

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