Intermediate10-12 hours

Preview: Building Intelligent AI Agents with Memory

Master the architecture and implementation of memory systems for AI agents. Learn 10+ memory types, management patterns, and production deployment strategies inspired by neuroscience.

What You'll Learn

Understand 10+ types of agent memory and their use cases

Build comprehensive memory management systems

Implement neuroscience-inspired memory patterns

Deploy production-ready memory systems with MongoDB

Create agents that learn and improve over time

Course Modules

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Module 1: Understanding Agent Memory

90 minutes

Explore why memory transforms AI from stateless tools to intelligent partners

Conceptual Learning•Memory fundamentals, stateless vs stateful AI, and business impact

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Module 2: Memory Types and Architecture

120 minutes

Deep dive into 10+ memory types with practical implementations

Practical Exercise•Conversational, entity, episodic, procedural, semantic, and more

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Module 3: Building Memory Management Systems

150 minutes

Create unified systems for storage, retrieval, and integration

Practical Exercise•Memory lifecycle, signals, validation, and access control

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Module 4: Advanced Memory Patterns

120 minutes

Implement forgetting, memory signals, and neuroscience-inspired patterns

Practical Exercise•Consolidation, adaptive forgetting, attention mechanisms

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Module 5: Production Memory Systems

180 minutes

Scale, secure, and optimize memory systems for real-world use

Project Work•MongoDB integration, sharding, monitoring, and deployment

Ready to Start Learning?

Join this learning path and master building intelligent ai agents with memory with hands-on projects and real-world examples.