AI Agent Memory Blog | Mem0

Theory of AI’s Mind

On persistent memory, agent context, and the systems built to hold it.

Articles:

How We Cut Vector Search Latency by 70x
July 17, 2026
· Engineering

How Mem0 uses embeddings, and why we are evaluating NVIDIA Nemotron 3 Embed
July 16, 2026
· Engineering

Adding Persistent Memory to Claude with Mem0
July 16, 2026
· Engineering

Mem0's infer=True vs infer=False: The Fact Your AI Support Bot Forgot
July 15, 2026
· Engineering

Mem0 Claude Connector: Persistent Memory Across Every Chat
July 14, 2026
· Engineering

)
Why Your Voice Sales Agent Forgets Every Lead (And the Fix)
July 8, 2026
· Engineering

Give Your AI Agent Memory and Guardrails: Mem0 + Docker Sandboxes
July 7, 2026
· Engineering

Build a Local Coding Agent with Mem0 and Ollama
July 2, 2026
· Engineering

Build an AI Companion App with Voice and Persistent Memory
June 30, 2026
· Engineering

Build a Personalized AI Tutor with Persistent Memory
June 25, 2026
· Engineering

Giving Pi Agent Project Memory with Mem0: A Practical Schema Migration Demo
June 25, 2026
· Engineering

Introducing the Mem0 Plugin for Pi Code
June 24, 2026
· Engineering

Building Persistent Memory for a Therapy AI Assistant
June 19, 2026
· Engineering

Memory Architecture for Health AI: Keeping Patient Context Across Providers and Sessions
June 16, 2026
· Engineering

Build an AI Agent for Customer Service That Remembers Every Customer
June 8, 2026
· Engineering

Why BEAM Is a Good Memory Benchmark for AI Agents
June 5, 2026
· Engineering

Understanding Memory Benchmark For Production AI Agents
June 5, 2026
· Product

Adding Persistent Memory To MiniMax M3 With Mem0
June 4, 2026
· Engineering

Claude Opus 4.8 Memory: Why Context Windows Aren't Enough
June 3, 2026
· Engineering

Build a Financial AI Agent That Remembers Analyst Preferences
May 29, 2026
· Engineering

Customer-Aware Agent With Gemini 3.5 Flash and Mem0
May 28, 2026
· Engineering

Build a Customer Support Agent with Next.js and Mem0
May 25, 2026
· Engineering

Persistent Memory Integration For Google Antigravity CLI
May 21, 2026
· Engineering

Agent Mode AI For Secure Signup & Identity Authentication
May 21, 2026
· Product

Codex + Mem0 MCP: Build a Coding Agent That Remembers Your Codebase
May 19, 2026
· Engineering

How Hermes and Claude Handle Context Compression in Agents
May 14, 2026
· Engineering

The Token-Efficient Memory Algorithm Now Has Temporal Reasoning
May 14, 2026
· Product

Agent Memory Staleness: How Recency-Aware Ranking Fixes Retrieval Drift
May 13, 2026
· Engineering

Introducing Temporal Reasoning in Mem0
May 12, 2026
· Product

Memory vs Context Window for LLM and AI Agents | Mem0
May 11, 2026
· Engineering

Introducing Memory Decay in Mem0
May 8, 2026
· Product

How to Reduce LLM Token Costs for AI Agent Memory | Mem0
May 7, 2026
· Engineering

The 2026 Token Optimization Playbook: Cut AI Agent Memory Costs 3–4X
May 6, 2026
· Engineering

How to Test AI Agent Memory: 5 Simulation Runs with Mem0
May 2, 2026
· Engineering

Proactive Memory in AI Agents: A Developer's Guide
May 1, 2026
· Engineering

Your AI Agent's Memory Is Just a File? That's the Problem
April 28, 2026
· Engineering

Evaluating Claude Opus 4.7's Memory on Complex Multi-Step Tasks
April 28, 2026
· Engineering

Kimi K2.6 Memory Requirements, Hardware Specs, and What the Traces Reveal
April 23, 2026
· Engineering

Multi Agent System Memory Guide With Multica Explained
April 19, 2026
· In Context

Openclaw Memory: How Live Data Compaction Works in AI
April 17, 2026
· Engineering

OpenClaw Memory System: How It Works and How to Set It Up
April 17, 2026
· Engineering

Add Memory to OpenClaw: The Complete Mem0 Integration Guide (2026)
April 17, 2026
· Engineering

Introducing The Token-Efficient Memory Algorithm
April 16, 2026
· Research

Mem0 CLI - Agent-First Memory from Your Terminal
April 9, 2026
· Product

Adding Persistent Memory to Local AI Agents with Mem0, OpenClaw, and Ollama
April 9, 2026
· Engineering

Context Window vs Persistent Memory: Why 1M Tokens Isn't Enough
April 8, 2026
· Engineering

AI Memory Management for LLMs and Agents
April 8, 2026
· Engineering

Hermes AI Agent: How to Add Memory to Your Workflow
April 6, 2026
· In Context

How Memory Works in Claude Code
April 5, 2026
· In Context

Memory Hierarchy in AI Systems: From Sensory to Semantic
April 4, 2026
· Engineering

The Modal Model of Memory: What AI Agents Can Learn From Cognitive Science
April 4, 2026
· Engineering

Hyperagents: How Memory Works in Self Improving AI
April 3, 2026
· In Context

Beam Memory Benchmark: Key Findings on 1M Context
April 2, 2026
· In Context

How Memory Works in DeerFlow?
April 1, 2026
· In Context

AI Agent Memory 2026: Progress Benchmark Report Evaluations
April 1, 2026
· Engineering

Google ADK Memory: How to Add Persistent Memory to Google ADK with Mem0
March 9, 2026
· Engineering

How to Fix CrewAI Memory in Production with Mem0
March 4, 2026
· Engineering

How to Design Multi-Agent Memory Systems for Production
March 3, 2026
· Engineering

How to Configure AI Agent Memory in Dify: A Complete Guide
March 2, 2026
· Engineering

Short-Term Memory for AI Agents: What, Why, and How?
February 26, 2026
· Engineering

RAG vs. Memory: What AI Agent Developers Need to Know
February 25, 2026
· Engineering

Self-Hosting Mem0: A Complete Docker Deployment Guide
February 23, 2026
· Engineering

Memory for Voice Agents: A Practical Architecture Guide
February 20, 2026
· Engineering

How to Build an Agentic RAG Chatbot With Memory Using LangGraph and Mem0
February 18, 2026
· Engineering

Add Persistent Memory to Claude Code with Mem0 (5-Minute Setup)
February 7, 2026
· Engineering

We Built Persistent Memory for OpenClaw (FKA Moltbot, ClawdBot) AI Agents
February 6, 2026
· Engineering

How to Build Context-Aware Chatbots with Memory using Mem0
February 5, 2026
· Engineering

Building Memory-First AI Reminder Agents with Mem0 and Claude Agent SDK
January 23, 2026
· Engineering

Build persistent memory for agentic AI applications with Mem0 Open Source, Amazon ElastiCache for Valkey, and Amazon Neptune Analytics
November 26, 2025
· Engineering

Introducing the OpenMemory Chrome Extension
June 23, 2025
· Product

How OpenNote Scaled Personalized Visual Learning with Mem0 While Reducing Token Costs by 40%
May 21, 2025
· Case Study

How RevisionDojo Enhanced Personalized Learning with Mem0
May 20, 2025
· Case Study

AWS and Mem0 Partner to Bring Persistent Memory to Next-Gen AI Agents with Strands
May 19, 2025
· News

How Sunflower Scaled AI Support to 80K Users with Mem0 Memory
May 16, 2025
· Case Study

How to make your clients more context-aware with OpenMemory MCP
May 13, 2025
· Engineering

Introducing OpenMemory MCP
May 13, 2025
· Product

Benchmarked OpenAI Memory vs LangMem vs MemGPT vs Mem0 for Long-Term Memory - Here’s How They Stacked Up
April 29, 2025
· Research

Why Stateless Agents Fail at Personalization
April 25, 2025
· Engineering

Memory in Agents: What, Why and How
April 15, 2025
· Engineering

How Memory Shapes Us: A Deep Dive into the Types of Memory
February 26, 2025
· Engineering

Improving User Experiences with Memory Export
January 16, 2025
· Product

Understanding Custom Categories in Mem0
October 25, 2024
· Product

Customizing Memory in Mem0
October 21, 2024
· Product

-operation)
Searching Memories with Mem0 search() Operation
October 16, 2024
· Product

-operation)
Understanding Mem0's add() Operation
October 12, 2024
· Product

Add Mem0’s Powerful Memory in just Four Lines of Code
October 8, 2024
· Engineering

Making AI Companions Truly Personal
October 1, 2024
· Engineering

How to Add Long-Term Memory to AI Companions: A Step-by-Step Guide
September 30, 2024
· Engineering

Introducing Mem0
September 9, 2024
· Product

Give your AI a memory and personality.

Instant memory for LLMs—better, cheaper, personal.