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Memory backend for OpenClaw — self-hosted intelligent agent memory with LLM-driven extraction, evolution chains, and multi-layer recall","maintainers":[{"name":"seventhsummer","email":"summer.achelous@gmail.com"}],"readme":"# OpenClaw HY Memory Plugin\n\n由腾讯混元团队研发的 [OpenClaw](https://github.com/nicepkg/openclaw) 插件，专注于为 AI Agent 提供智能长期记忆能力。\n\n## Features\n\n- **5 Memory Tools** — `memory_search`, `memory_add`, `memory_get`, `memory_update`, `memory_delete`\n- **Auto-Recall** — Automatically injects relevant memories before each agent turn\n- **Auto-Capture** — Stores key facts from conversations after each agent turn\n- **Auto-Start Server** — Manages a local Python HY Memory server automatically\n- **一键迁移原生记忆** — 新增 `import-from-openclaw` CLI，可将 OpenClaw 原生 `memory-core`（markdown 记忆）一键迁移到 HY Memory，自动按时间顺序、幂等可续传地导入并经 LLM 抽取为结构化分层记忆\n- **CLI Commands** — `openclaw hy-memory status`, `search`, `add`, `list`, `delete`, `reset`, `init`, `import-from-openclaw`\n\n## Quick Start\n\n### 1. Install the plugin\n\n```bash\n# 公开 npm（npmjs.org）\nopenclaw plugin install openclaw-hy-memory --dangerously-force-unsafe-install\n\n# 腾讯内部 npm\n# openclaw plugin install @tencent/openclaw-hy-memory --dangerously-force-unsafe-install\n```\n\n> **为什么必须加 `--dangerously-force-unsafe-install`？**\n>\n> Hy-Memory 以 Python 子进程的方式随插件启动来提供服务。OpenClaw 出于安全考虑默认拒绝安装会启动外部进程的插件，因此需要显式加上该参数以确认你知晓并允许此行为。\n\n### Windows\n\n插件会自动使用 `~/.openclaw/hy-memory-venv`（venv 内为 `Scripts\\python.exe`）。请确保系统已安装 **Python 3.8+** 且 `python` 在 PATH 中。一般无需改 `pythonPath`；若使用自定义解释器，填完整路径，例如 `D:\\Python311\\python.exe`。\n\n### 2. Run the setup wizard\n\n```bash\nopenclaw hy-memory init\n```\n\nThis will guide you through configuring:\n- **LLM Provider** — OpenAI, DeepSeek, Moonshot, Hunyuan, or Ollama (local)\n- **Embedding Provider** — OpenAI, Aliyun Bailian, or Ollama\n- **Vector Store** — Qdrant, ChromaDB (embedded), or FAISS\n\n### 3. Restart the gateway\n\n```bash\nopenclaw gateway restart\n```\n\n### 4. Verify services\n\n```bash\nopenclaw hy-memory status\n```\n\n确认 VDB、Embed、LLM 三项服务均为 `ok` 状态。\n\n## Manual Configuration\n\nAdd to `~/.openclaw/openclaw.json`:\n\n```json\n{\n  \"plugins\": {\n    \"slots\": { \"memory\": \"openclaw-hy-memory\" },\n    \"entries\": {\n      \"openclaw-hy-memory\": {\n        \"enabled\": true,\n        \"hooks\": { \"allowConversationAccess\": true },\n        \"config\": {\n          \"userId\": \"your-username\",\n          \"autoRecall\": true,\n          \"autoCapture\": true,\n          \"memoryWriteTurnWindow\": 5,\n          \"topK\": 10,\n          \"llm\": {\n            \"provider\": \"openai\",\n            \"model\": \"gpt-4.1-nano\",\n            \"apiKey\": \"sk-your-key\"\n          },\n          \"embedder\": {\n            \"provider\": \"openai\",\n            \"model\": \"text-embedding-3-small\",\n            \"apiKey\": \"sk-your-key\"\n          },\n          \"vectorStore\": {\n            \"provider\": \"chroma\"\n          }\n        }\n      }\n    }\n  }\n}\n```\n\n### Ultra mode (manual config only)\n\nNot part of `openclaw hy-memory init`. Set `mode` in `openclaw.json` and restart the gateway:\n\n```json\n{\n  \"config\": {\n    \"mode\": \"ultra\",\n    \"logLevel\": \"DEBUG\"\n  }\n}\n```\n\nUltra uses embedded **Kuzu** under `~/.hy_memory/data/kuzu_db/` (no Neo4j). Requires `hy-memory` core package (includes `kuzu`).\n\n## Configuration Options\n\n| Option | Default | Description |\n|--------|---------|-------------|\n| `serverUrl` | `http://127.0.0.1:19527` | HY Memory server URL |\n| `userId` | OS username | User ID for scoping memories |\n| `agentId` | `default_agent` | Agent ID |\n| `mode` | `pro` | `lite` / `pro` / `ultra`. `ultra` enables System 2 + embedded Kuzu graph (local, no extra service) |\n| `autoRecall` | `false` | Inject memories before each turn |\n| `autoCapture` | `false` | Store conversation after each turn |\n| `memoryWriteTurnWindow` | `5` | Agent turns between each auto-capture write |\n| `topK` | `10` | Max search results |\n| `searchThreshold` | `0.3` | Min similarity score |\n| `autoStartServer` | `true` | Auto-start Python server |\n| `serverPort` | `19527` | Python server port |\n| `llm` | — | LLM config (see below) |\n| `embedder` | — | Embedding config (see below) |\n| `vectorStore` | ChromaDB | Vector store config |\n\n### LLM Config\n\n```json\n{\n  \"provider\": \"openai\",\n  \"model\": \"deepseek-chat\",\n  \"apiKey\": \"sk-...\",\n  \"baseUrl\": \"https://api.deepseek.com\"\n}\n```\n\nAny OpenAI-compatible API works — just set `baseUrl` accordingly.\n\n## CLI Commands\n\n```bash\nopenclaw hy-memory status              # Check server connectivity\nopenclaw hy-memory search \"query\"      # Search memories\nopenclaw hy-memory add \"text\"          # Add a memory\nopenclaw hy-memory list                # List all memories\nopenclaw hy-memory delete <id>         # Delete a memory\nopenclaw hy-memory reset --yes         # Delete all memories\nopenclaw hy-memory init                # Setup wizard\nopenclaw hy-memory import-from-openclaw # Migrate legacy memory-core memories (see below)\n```\n\n## Migrating from OpenClaw memory-core\n\nIf you previously used OpenClaw's built-in **`memory-core`** (file-backed markdown\nmemory), this command imports those memories into HY Memory. It reads the agent\nworkspace's `MEMORY.md` + `memory/**/*.md` and writes each file into HY Memory via\n`add`, which runs HY Memory's LLM extraction to produce structured, layered memories.\n\n```bash\n# Interactive: preview the plan, confirm, then migrate\nopenclaw hy-memory import-from-openclaw\n\n# Preview only (no server needed, nothing written)\nopenclaw hy-memory import-from-openclaw --dry-run\n\n# Non-interactive\nopenclaw hy-memory import-from-openclaw --yes\n```\n\n**What gets imported (automatic — no modes to choose)**\n- `MEMORY.md` (long-term) + daily notes (`memory/*.md`).\n- Session transcripts (`agents/<id>/sessions/*.jsonl`) **only for days that have no\n  daily note** — a daily note already digests that day's sessions, so importing both\n  would double-count.\n- `memory/dreaming/**` is **not** imported.\n\n**Key behaviours**\n- **Fidelity-first extraction**: import writes carry `extract_scene: \"migration\"`, so the\n  (reused) server extracts with the migration-tuned prompt — preserves already-curated\n  details, splits atomically, avoids over-merging — instead of the conversation-tuned\n  default. Normal runtime memory keeps the default prompt (the flag is per-request).\n  Requires a `hy-memory` server that honors `extract_scene` on `add`.\n- **Chronological**: items are imported in `memory_at` order (oldest → newest), so HY\n  Memory's evolution/dedup/recency logic sees the correct time order.\n- **Per-file**: each markdown file is one `add` (oversized files are split on blank lines).\n- **Timestamps preserved**: daily-note dates / file mtimes / session timestamps → `memory_at`.\n- **Idempotent + resumable**: a ledger at `<workspace>/.hy-memory-import.json` records imported files by content hash; re-running skips unchanged files and imports only the delta. Use `--force` to re-import everything.\n- **Ordered + gentle writes**: writes are **sequential** (to preserve order) with a small inter-write delay and exponential-backoff retry on transient errors (429 / rate-limit / 5xx, `--retries`).\n- **Traceable / rollback**: imported memories are tagged `session_id = \"imported-from-openclaw\"`.\n\n**Options**\n\n| Option | Default | Description |\n|--------|---------|-------------|\n| `--workspace <dir>` | auto | OpenClaw agent workspace (auto-detected from config) |\n| `--agent <id>` | `main` | OpenClaw agent id (locates workspace + sessions) |\n| `--state-dir <dir>` | `$OPENCLAW_STATE_DIR` or `~/.openclaw` | OpenClaw state dir holding `openclaw.json` |\n| `--user-id <id>` | configured `userId` | Target HY Memory user id |\n| `--dry-run` | off | Preview the plan without writing |\n| `--force` | off | Re-import everything, ignoring the ledger |\n| `--retries <n>` | `4` | Retries per unit on transient errors |\n| `--yes` | off | Skip the confirmation prompt |\n\n> Requires the HY Memory server to be reachable (it runs a pre-flight health\n> check). For `--dry-run` no server is needed.\n\n## Development\n\n```bash\ncd plugins/openclaw/\nnpm install\nnpm run build\n```\n\n## License\n\nMIT\n","readmeFilename":"README.md"}