MemU Blog

Insights, updates, and stories from the MemU team

MemU TeamMemU Team

Turning Logs into Agent Memory & Skills

In modern automation pipelines, logs are far more than a record of “what happened.”If logs can be interpreted, structured, distilled, and transformed into reusable knowledge, every failed or successful deployment becomes fuel for the next flawless release.

Dec 2
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TEN FrameworkTEN Framework
MemU TeamMemU Team

Build a Real-Time Voice Agent with Memory

In this tutorial, you’ll build a real-time voice agent with memory, powered by TEN Framework and memU, that remembers your name, preferences, and past conversations.

Dec 2
Tutorial
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MemU TeamMemU Team

Turn Your Daily Chaos into Long-Term AI Memory

One day I was chatting with ChatGPT about my work. I told it I’m a backend developer, and I recently started contributing code to a Python CLI tool. I also said I want to build a tool for API testing and docs management, and I will start a prototype in the next few months. Another time, I suddenly wanted to visit San Francisco. When I told ChatGPT, it started asking what I like. I said food and nature, and I also want to visit some tech companies. My partner likes photography and museums. Then we talked about Muir Woods, vegan restaurants, morning running routes… Later, because I’m in charge of a big product launch next month, I got very stressed and couldn’t sleep. When ChatGPT heard that, it started talking with me about ways to relax, sleep habits, and how to set boundaries between work and life.

Nov 27
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MemU TeamMemU Team

From Reactive to Proactive: How Memory Gives AI a Sense of Agency

Over the past few years, AI has been all about understanding and generation. Models have become better at language, better at writing, and even better at art. But a deeper question has emerged: If AI can only respond, it remains passive. If AI can think proactively, it becomes a true assistant.

Oct 23
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MemU TeamMemU Team

MemU Joins Hacktoberfest 2025 🎉

Hacktoberfest is here again — the global celebration of open source! We’re excited that memU is joining this year and ready to welcome new contributors. Come join Hacktoberfest and memU, and let’s collaboratively build smarter AI agents with long‑term memory through open source.

Oct 16
Community
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MemU TeamMemU Team

Introducing MemU Response API: The World's First Unified API with Built-in Long-Term Memory

One call = Response + Memory. Discover the groundbreaking solution that makes AI truly remember every interaction without requiring you to re-architect your entire system.

Oct 1
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MemU TeamMemU Team

Empower AI Memory, shape the future —— be a memU Ambassador

Ever felt that AI interactions could be so much more? That with true AI Memory, they could truly understand us? You're not alone. We believe the future of AI is personal, contextual, and profound, but we can't build it alone. ✨

Sep 2
Community
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MemU TeamMemU Team

MemU Best Practice Guide

Master the art of implementing short-term and long-term memory systems for your LLM agents. This comprehensive guide covers best practices, implementation patterns, and optimization strategies for the MemU memory management system.

Aug 10
Programming
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MemU TeamMemU Team

MemU SDK Guide - Cloud Version Documentation

Before reading this article, please refer to our documentation for definitions of key terms used in MemU.

Aug 8
Programming
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MemU TeamMemU Team

Understanding MemU: Core Concepts and Terms

With MemU, you can build AI applications that truly remember their users. They learn preferences, context, and patterns, growing smarter with every interaction.

Aug 8
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MemU TeamMemU Team

MemU: Let AI Truly Memorize You

Current AI memory solutions face scalability challenges. They rely on explicit modeling — manually telling the system which memories matter and which don't.

Aug 7
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