Persistent Memory Layer

RyuMem:
Persistent Memory
for Your AI Agents

Store, recall, and reason over long-term context with ease.
Better memory -> smarter agents -> faster execution.

Built for Intelligent Agents

Everything you need to give your AI agents persistent, queryable memory

Persistent Memory

Long-term episodes, events & relationships stored and retrievable forever.

Smart Recall

Embeddings + graph queries let agents retrieve exactly what matters.

Lightweight API

Simple Python functions; drop it into any LLM project instantly.

Multi-Agent Ready

Shared memory vault for all agentic workflows.

Built For Modern AI

Power any application that needs persistent, intelligent memory

AI Agents

Give your agents long-term memory for context-aware interactions

Knowledge Graphs

Build and query complex relationship networks automatically

RAG Systems

Enhance retrieval with temporal and graph-based context

Decision Engines

Make smarter decisions with historical context and patterns