Plugin directory / Knowledge / DSH-TDAI-Memory-Adapter
DSH-TDAI-Memory-Adapter
Verified · install-tested on dsh Vocllum
What it does
DeepSeek Harness 的 TencentDB Agent Memory Adapter：自动 recall、turn 捕获与只读搜索工具。
Works — verified, early-stage project
DeepSeek Harness 的 TencentDB Agent Memory Adapter：自动 recall、turn 捕获与只读搜索工具。 It installs cleanly and boots without issues in our testing. It's early-stage but functional.
“Verified” means our automated CI actually ran dsh plugin add in a clean profile and it booted — nothing more. Feature descriptions and version compatibility are the author’s claims. This is not a security audit and not an endorsement of third-party code.
README
🧠 DSH TDAI Memory Adapter
DeepSeek Harness 的 TencentDB Agent Memory Adapter
把自动 recall、turn 捕获和主动搜索接入现有 Gateway/Core。
✨ 功能
- 🔎 自动 recall：在
agent/pre-step前从已有 Gateway 检索相关记忆并注入上下文。 - 🧾 turn 捕获：在
agent/turn-stopping/session/flush捕获对话，避免重复提交。 - 🌱 后台沉淀：由现有 MemoryCore 异步完成 L1/L2/L3 与 Skill 提取。
- 🧰 主动搜索：提供
tdai_memory_search、tdai_conversation_search、tdai_skill_search只读工具。 - 🛟 故障隔离：Gateway 或记忆服务异常时 fail-open，不阻断 DSH。
🧭 工作方式
DSH lifecycle → Gateway → MemoryCore
recall L0 capture L1/L2/L3/Skill (后台异步)
🎯 和 dsh-tdai-memory 的区别
这是两个不同方向的项目：
| 项目 | 定位 |
|---|---|
Scorp1o117/dsh-tdai-memory |
把 MemoryCore、存储、向量和提取流水线整体移植到 DSH，并提供设置 UI。 |
| 本项目 | 轻量 Adapter，复用已运行的 TencentDB Agent Memory Gateway/Core，只负责 DSH 生命周期、身份传递和聚焦工具注册。 |
本项目不复制 MemoryCore，不管理本地记忆目录，不实现 MemoryProxy，也不暴露任意 URL/HTTP 执行器。两者可以按部署形态二选一，不能再共用同一个包名。
🚀 安装
dsh plugin --profile web add https://github.com/Vocllum/DSH-TDAI-Memory-Adapter.git
安装后重启目标 DSH profile。也可以从本地目录安装：
git clone https://github.com/Vocllum/DSH-TDAI-Memory-Adapter.git
dsh plugin --profile web add ./DSH-TDAI-Memory-Adapter
⚙️ 配置
export TDAI_MEMORY_ENDPOINT=http://127.0.0.1:8420
export TDAI_MEMORY_API_KEY=...
export TDAI_MEMORY_INSTANCE_ID=default
export TDAI_MEMORY_TEAM_ID=default
export TDAI_MEMORY_AGENT_ID=your-agent-id
export TDAI_MEMORY_USER_ID=your-user-id
export TDAI_MEMORY_RECALL_LIMIT=5
缺少身份配置时，该会话的记忆操作会停用，但不会阻断 DSH。密钥不会写入文件、模型上下文或工具结果。
🧰 工具
| 工具 | 用途 | Gateway 路径 |
|---|---|---|
tdai_memory_search |
搜索结构化长期记忆 | /v3/atomic/search |
tdai_conversation_search |
搜索原始对话历史 | /v3/conversation/search |
tdai_skill_search |
搜索后端管理的 Skill | /v3/skill/search |
🧪 开发
npm test
📄 许可证
MIT
Install
Install the catalog once, then DeepSeek Harness can find and install any plugin from this site automatically:
dsh plugin add dshbase-catalogThen say "install DSH-TDAI-Memory-Adapter for me" — your agent finds it in the directory and installs it. Docs: dshbase-catalog · verified packs.
This plugin is GitHub source (not published to npm) — install it straight from the repo:
Web profile:
dsh plugin --profile web add github:Vocllum/DSH-TDAI-Memory-AdapterHeadless (CLI) profile:
dsh plugin --profile headless add github:Vocllum/DSH-TDAI-Memory-AdapterTest report
Verified: L1 install + L2 load + L3 runtime from GitHub source on dsh 0.1.0-rc.6.
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