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Crafting AI Agents with Persistent Memory - The Ultimate Guide
Crafting AI Agents with Persistent Memory - The Ultimate Guide

Crafting AI Agents with Persistent Memory - The Ultimate Guide: Build Smart Agents with Lasting Memory Using LangChain, LangMem, Mem0 & Supabase

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Profile Icon Paulo Dichone
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$12.99 per month
Video May 2025 3hrs 58mins 1st Edition
Video
$109.99
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Renews at $12.99p/m
Arrow left icon
Profile Icon Paulo Dichone
Arrow right icon
$12.99 per month
Video May 2025 3hrs 58mins 1st Edition
Video
$109.99
Subscription
Free Trial
Renews at $12.99p/m
Video
$109.99
Subscription
Free Trial
Renews at $12.99p/m

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Key benefits

  • Full-stack agent development with and without memory frameworks
  • Real-world projects using LangMem, Mem0, and Supabase
  • Visual explanations of memory concepts and architectures

Description

The journey begins by laying a solid foundation in AI agent architecture and the critical role memory plays in enabling agents to reason, recall, and adapt. Early modules demystify the core principles of memory in AI, explaining types of memory and their use in cognitive experiences. Through a mix of clear visuals and conceptual overviews, learners understand why memory is no longer optional in next-gen agent design. As you progress, you'll build agents that persist memory without relying on any external frameworks—perfect for grasping how memory mechanics work from the ground up. These hands-on labs include complete coding walkthroughs and visual animations to solidify understanding. You’ll test, refine, and deploy your agents, gaining full-stack insight into memory-aware systems. Then, dive deep into cutting-edge frameworks like LangMem, Mem0, and Supabase. Each tool is explored through realistic use cases—from customer support bots to health coaches—highlighting how to structure, update, and scale memory using these libraries. Whether integrating LangChain’s cognitive agents or constructing memory layers via Supabase, you’ll learn to build robust agents that feel intelligent and alive. The capstone project ties everything together, delivering a production-grade health coach agent with full memory retention.

Who is this book for?

This course is ideal for intermediate to advanced developers, AI engineers, and software professionals interested in agentic workflows. A working knowledge of Python and basic understanding of AI/LLM concepts is required. Familiarity with REST APIs and JSON is beneficial but not mandatory.

What you will learn

  • Build AI agents with persistent, updatable memory
  • Design and implement memory architectures from scratch
  • Integrate LangMem and LangChain into intelligent agent workflows
  • Apply Mem0 and Supabase for scalable, open-source memory storage
  • Analyze memory models and choose appropriate strategies
  • Deploy and test agents in practical, real-world scenarios

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : May 21, 2025
Length: 3hrs 58mins
Edition : 1st
Language : English
ISBN-13 : 9781806105656
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Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
View plans & pricing

Product Details

Publication date : May 21, 2025
Length: 3hrs 58mins
Edition : 1st
Language : English
ISBN-13 : 9781806105656
Category :
Languages :
Tools :

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