DeepSeek Harness Memory Plugin: A Hybrid Memory Solution Integrating Hermes Snapshots and Noema Retrieval
`dsh-hybrid-memory` is an open-source memory plugin for DeepSeek Harness, designed to combine the advantages of Hermes-style lightweight snapshots and Noema-style retrievable knowledge bases. The plugin uses a three-layer architecture (L1 snapshots, L2 knowledge base, and L3 tool imports), supporting local storage, Chinese full-text search (FTS5), and zero-context on-demand access. Data remains secure without external leakage, and the plugin requires a Node.js 22.5+ environment to run.
Read MoreDSH Noema: Installing Viewable Long-Term Memory for DeepSeek Harness
dsh-noema is a Noema long-term memory plugin developed by ZSeven-W for DSH. It integrates local-first, non-vector memory into Agents, providing noema_* tools such as recall, retrieval, and import, along with a web-based settings page. Memories are stored in Markdown format in the ~/.agent-memory directory and can be migrated from tools like Cursor, Claude Code, and Codex, with support for service keep-alive. This article introduces its positioning, features, installation commands, and usage considerations.
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