deep-agents-memory

Official

Seamless memory and persistence for Deep Agents.

Authorlangchain-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Deep Agents need flexible memory where data can be ephemeral to a single task or persistent across sessions. This skill provides pluggable backends (StateBackend, StoreBackend) and routing via CompositeBackend to manage where and how memory is stored, enabling clean separation of ephemeral and long-term data.

Core Features & Use Cases

  • Ephemeral memory with StateBackend for fast, in-thread storage that disappears with the thread.
  • Persistent memory with StoreBackend for cross-session memory that survives restarts.
  • Hybrid routing with CompositeBackend to direct specific paths to different backends and combine memory strategies.
  • Local development and sandboxing using FilesystemBackend for real disk access with safety controls.

Quick Start

Instantiate a deep agent with a chosen memory backend and perform a read/write operation to verify persistence.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: deep-agents-memory
Download link: https://github.com/langchain-ai/skills-benchmarks/archive/main.zip#deep-agents-memory

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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