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Install Powermem Memory

Step-by-step guide to install and configure the PowerMem long-term memory plugin (full path, options, troubleshooting). After setup, the plugin auto-captures...
PowerMem 长期记忆插件安装配置的分步指南(含完整路径、选项、故障排除)。设置完成后,该插件会自动捕获...
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概述

PowerMem Memory Guide

This skill folder includes supplementary docs:

  • powermem-intro.md — What PowerMem is, features, vs file-based memory.
  • config-reference.md — Config keys, state dir, commands.

How It Works

  • Auto-Capture: After a conversation, the plugin sends valuable user/assistant text to PowerMem (optional infer / intelligent extraction).
  • Auto-Recall: Before each turn, it searches memories and can inject a block into context.

When User Asks to Install

Recommended order (TO C): (1) OpenClaw installed and default model + provider auth configured. (2) Python 3.10+ verified (python3 --version) before venv / pip install. (3) pip install powermem and pmem available to the gateway (PATH or pmemPath). (4) Install the memory-powermem plugin. No powermem.env is required for the default path.

The curl install.sh deploys the plugin and OpenClaw entries; with -y it may still create ~/.openclaw/powermem/powermem.env as an optional template—it does not run pip install powermem. That file is not required if the user relies on OpenClaw-injected LLM + default SQLite.

  1. Check OpenClaw

openclaw --version. If missing: npm install -g openclaw, openclaw onboard.

Ensure agents.defaults.model is set (e.g. openai/gpt-4o-mini) and the corresponding provider / API key works for normal chat—the plugin reuses that for PowerMem when useOpenClawModel is true (default).

  1. Check Python (required before venv / pip)

PowerMem needs Python 3.10 or newer. Run python3 --version first; the minor version must be ≥ 10 (e.g. 3.10.x, 3.12.x). Optional strict check:

```bash

python3 -c "import sys; assert sys.version_info >= (3, 10), 'Need Python 3.10+'; print(sys.version.split()[0], 'OK')"

```

If it fails: upgrade Python or use a specific binary (e.g. python3.12) for all commands below instead of python3.

  1. Install PowerMem (CLI — default)
    • Venv recommended: e.g. python3 -m venv ~/.openclaw/powermem/.venv && source ~/.openclaw/powermem/.venv/bin/activate.
    • pip install powermem.
    • Defaults: Plugin injects SQLite at /powermem/data/powermem.db and LLM + embedding env vars derived from OpenClaw. Typical stateDir is ~/.openclaw unless the user uses another instance (OPENCLAW_STATE_DIR, --workdir).
    • Optional envFile: Path to a PowerMem .env for extra tuning. If the file exists, pmem loads it; OpenClaw-derived vars still override the same keys when useOpenClawModel is true.
    • useOpenClawModel: false: Disables injection; user must supply a complete PowerMem config via .env and/or environment variables.
    • Verify: pmem --version. If the gateway does not inherit the venv, set pmemPath to the absolute path of pmem.
  1. HTTP path (enterprise / shared server)
    • Same Python 3.10+ requirement as CLI; then pip install powermem, .env in server working directory, powermem-server --host 0.0.0.0 --port 8000.
    • Check: curl -s http://localhost:8000/api/v1/system/health.
  1. Install the plugin

openclaw plugins install /path/to/memory-powermem, or install.sh from INSTALL.md.

  1. Configure OpenClaw

CLI — minimal (recommended, matches plugin defaults):

Do not set envFile unless you need a file. Example:

```bash

openclaw config set plugins.enabled true

openclaw config set plugins.slots.memory memory-powermem

openclaw config set plugins.entries.memory-powermem.config.mode cli

openclaw config set plugins.entries.memory-powermem.config.pmemPath pmem

openclaw config set plugins.entries.memory-powermem.config.useOpenClawModel true --json

openclaw config set plugins.entries.memory-powermem.config.autoCapture true --json

openclaw config set plugins.entries.memory-powermem.config.autoRecall true --json

openclaw config set plugins.entries.memory-powermem.config.inferOnAdd true --json

```

CLI — optional .env override file:

```bash

openclaw config set plugins.entries.memory-powermem.config.envFile "$HOME/.openclaw/powermem/powermem.env"

```

(Only matters if that path exists; OpenClaw can still override LLM keys when useOpenClawModel is true.)

HTTP:

```bash

openclaw config set plugins.entries.memory-powermem.config.mode http

openclaw config set plugins.entries.memory-powermem.config.baseUrl http://localhost:8000

```

Optional: apiKey if the server uses auth.

  1. Verify

Restart gateway, then in another terminal:

```bash

openclaw plugins list

```

Confirm memory-powermem is listed and its status is loaded. If it is missing or not loaded, fix install/slot config and restart the gateway before running LTM checks.

```bash

openclaw ltm health

openclaw ltm add "I prefer coffee in the morning"

openclaw ltm search "coffee"

```

Available Tools

ToolDescription
-------------------
memory_recallSearch long-term memories. Params: query, optional limit, scoreThreshold.
memory_storeSave text; optional infer. Params: text, optional importance.
memory_forgetDelete by memoryId or by query search.

Configuration (summary)

FieldDefaultDescription
-----------------------------
modeclicli or http.
baseUrlRequired for HTTP; if mode omitted and baseUrl set → HTTP.
apiKeyHTTP server auth.
envFileOptional CLI .env (used only if file exists).
pmemPathpmemCLI binary path.
useOpenClawModeltrueInject LLM/embedding from OpenClaw + default SQLite under state dir.
recallLimit5Max memories per recall.
recallScoreThreshold0Min score 0–1.
autoCapture / autoRecall / inferOnAddtrueAuto memory pipeline and infer on add.

Daily Operations

openclaw gateway

openclaw ltm health
openclaw ltm add "Some fact to remember"
openclaw ltm search "query"

openclaw config set plugins.slots.memory none
openclaw config set plugins.slots.memory memory-powermem

Restart the gateway after slot or plugin config changes.

Troubleshooting

SymptomFix
--------------
Python < 3.10Run step 2 first; upgrade Python or use python3.11 / python3.12 for venv and pip install. Do not skip the version check.
pip install powermem failsConfirm Python 3.10+, clean venv. See PowerMem issues.
pmem not foundActivate venv or set pmemPath to the full binary.
openclaw ltm health unhealthy (CLI)Confirm agents.defaults.model and provider keys in OpenClaw; gateway version should expose plugin config + runtime.modelAuth. Or set useOpenClawModel: false and a full envFile.
Health OK but add/search errorsEmbedding/LLM mismatch for your provider—see gateway logs; try optional PowerMem .env from .env.example.
Wrong SQLite file / instanceData is under that OpenClaw instance’s stateDir (OPENCLAW_STATE_DIR / --workdir).
HTTP modeServer running, baseUrl correct, apiKey if enabled.
openclaw plugins list: no memory-powermem, or status is not loadedRe-run plugin install; set plugins.enabled true and plugins.slots.memory = memory-powermem; restart gateway; run openclaw plugins list again until memory-powermem shows loaded.

版本历史

共 2 个版本

  • v0.2.0 当前
    2026-03-29 17:24 安全 安全
  • v0.1.0
    2026-03-19 15:48

安全检测

腾讯云安全 (Keen)

安全,无风险
查看报告

腾讯云安全 (Sanbu)

安全,无风险
查看报告

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