Agentes de IA
agent-beacon
Self-improving memory layer that works across AI agent harnesses.
★ 1,8 mil estrelasMIT
Ver o guia →MemoryOS é um projeto de agentes de IA de código aberto de BAI-LAB (BAI-LAB/MemoryOS no GitHub). Tem 1.591 estrelas no GitHub e 165 forks, é publicado sob a licença Apache-2.0 e foi atualizado pela última vez no GitHub em 7 de julho de 2026.
A memory operating system for long-term, personalized AI agents.
Download the source and enter the folder.
Pull the Python packages it needs.
Set up the storage backends per the README.
Wire your agent to the memory OS.
Agents retain knowledge across sessions.
Memory scoped to individual users.
Peer-reviewed research behind the design.
Recall the right memory at the right time.
Integrates with existing agent code.
Wide research and builder interest.
Download the source and move into the project folder.
git clone https://github.com/BAI-LAB/MemoryOS.git
cd MemoryOSPull the Python packages it needs.
pip install -r requirements.txtTry the memory flows per the README.
python demo.pyThe AI Agents shelf also holds AiSOC — open-source AI SOC — alert fusion, LLM triage, MITRE ATT&CK investigation and a replayable decision ledger. Readers working through the Agents shelf also stop at yomo, Serverless AI agent framework running on geo-distributed edge infrastructure. Also on this shelf: rocketmq-rust — Apache RocketMQ rewritten in Rust for the AI era.
It is an open-source project at BAI-LAB/MemoryOS with 165 forks.
Yes. It is Apache-2.0 licensed.
It was presented as an oral paper at EMNLP 2025.
It is a full memory operating system: organization, retrieval, and personalization.
Python, built on LLM and RAG primitives.
Self-improving memory layer that works across AI agent harnesses.
Agent-fed knowledge base that distills learnings into cited wiki pages.
SillyTavern extension giving AI roleplay characters long-term memory.
LangMem: long-term memory primitives for LangGraph agents that learn and adapt from conversations.
Open-source AI memory that gives agents persistent long-term recall.
Long-term memory runtime for AI agents — plain Markdown as truth, local ranked retrieval, no API key
Os outros projetos de Agentes de IA com mais estrelas no catálogo do LibreAI — a lista realista de alternativas se MemoryOS não for o ideal para você.
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Grátis e aberto: pegue o código-fonte, dê uma estrela no repositório e comece a criar.