diff --git a/.gitignore b/.gitignore index 935c404..e77beed 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,7 @@ node_modules/ .pnpm-store/ dist/ +lib/ *.log .env .DS_Store diff --git a/README.md b/README.md index c248c18..38e5dca 100644 --- a/README.md +++ b/README.md @@ -8,7 +8,7 @@ # OpenClaw Memory (PowerMem) Plugin -This plugin lets [OpenClaw](https://github.com/openclaw/openclaw) use long-term memory via [PowerMem](https://github.com/oceanbase/powermem): intelligent extraction, Ebbinghaus forgetting curve, multi-agent isolation. +This plugin lets [OpenClaw](https://github.com/openclaw/openclaw) use long-term memory via [PowerMem](https://github.com/oceanbase/powermem): intelligent extraction, Ebbinghaus forgetting curve, multi-agent isolation. Supports HTTP v2 (per-request config + agent memory sharing), LLM-based experience extraction, and optional dual-write to local SQLite. **Default:** **CLI mode** — the plugin runs `pmem` locally (no `powermem-server`). Use **HTTP mode** when you already run a shared PowerMem API (teams / enterprise). @@ -185,13 +185,13 @@ openclaw plugins install -l /path/to/memory-powermem **Note:** Running `npm i memory-powermem` in a Node project only adds the package to that project’s `node_modules`; it does **not** register the plugin with OpenClaw. To use this as an OpenClaw plugin, you must run `openclaw plugins install memory-powermem` (or install from a path as above), then restart the gateway. -After install, run `openclaw plugins list` and confirm `memory-powermem` is listed. With **no** `plugins.entries["memory-powermem"].config`, the plugin uses **defaults**: `mode: "cli"`, `envFile` under `~/.openclaw/powermem/powermem.env`, `pmemPath: "pmem"`, plus `autoCapture` / `autoRecall` / `inferOnAdd` enabled. Ensure `pmem` is on PATH (or set `pmemPath`) and the env file exists and is valid. +After install, run `openclaw plugins list` and confirm `memory-powermem` is listed. With **no** `plugins.entries["memory-powermem"].config`, the plugin uses **defaults**: `mode: "cli"`, `pmemPath: "bundled"` (npm `powermem` from plugin dependencies), `useOpenClawModel: true` (SQLite under OpenClaw state + LLM from `agents.defaults.model`), plus `autoCapture` / `autoRecall` / `inferOnAdd` enabled. No separate `powermem.env` is required unless you opt out of OpenClaw model injection. --- ## Step 3: Configure OpenClaw (optional) -If you use **CLI mode** with the default paths and `pmem` on PATH, you can skip this step. Customize for HTTP, a different URL/API key, or a non-default `envFile` / `pmemPath`. +If you use **CLI mode** with defaults (`bundled` + OpenClaw model injection), you can skip this step. Customize for HTTP, a different URL/API key, Python `pmem` (`pmemPath: "auto"` or an absolute path), or a `powermem` `.env` via `envFile`. **CLI (default):** @@ -205,7 +205,7 @@ If you use **CLI mode** with the default paths and `pmem` on PATH, you can skip "config": { "mode": "cli", "envFile": "/home/you/.openclaw/powermem/powermem.env", - "pmemPath": "pmem", + "pmemPath": "bundled", "autoCapture": true, "autoRecall": true, "inferOnAdd": true @@ -222,15 +222,19 @@ If you use **CLI mode** with the default paths and `pmem` on PATH, you can skip "config": { "mode": "http", "baseUrl": "http://localhost:8000", + "httpApiVersion": "v2", + "requestConfig": { "memory_db": { "host": "db-host", "port": 2881 } }, "autoCapture": true, "autoRecall": true, + "autoExperience": true, + "experienceRecall": true, "inferOnAdd": true } ``` Notes: -- **CLI (default):** You may omit `mode` and use CLI when `baseUrl` is empty; use `envFile` + `pmemPath`. +- **CLI (default):** You may omit `mode` and use CLI when `baseUrl` is empty. Default `pmemPath` is `bundled` (npm CLI). Use `envFile` and/or `pmemPath` when you need a custom setup. - **HTTP:** When `mode` is `http`, `baseUrl` is required; if you set `baseUrl` without `mode`, the plugin treats it as HTTP. Do **not** append `/api/v1` to `baseUrl`. If the server uses API key auth, add `"apiKey"`. - **Restart the OpenClaw gateway** (or Mac menubar app) after changing config. @@ -283,16 +287,32 @@ After installing, uninstalling, or changing config, restart the OpenClaw gateway | Option | Required | Description | |---------------|----------|-------------| -| `mode` | No | Backend: `"cli"` (default) or `"http"`. If omitted, non-empty `baseUrl` implies `http`. | -| `baseUrl` | Yes (http) | PowerMem API base URL when `mode` is `http`, e.g. `http://localhost:8000`, no `/api/v1` suffix. | -| `apiKey` | No | Set when PowerMem server has API key authentication enabled (http mode). | -| `envFile` | No | CLI: path to PowerMem `.env` (default when using plugin defaults: `~/.openclaw/powermem/powermem.env`). | -| `pmemPath` | No | CLI: path to `pmem` executable; default `pmem`. | -| `userId` | No | User isolation (multi-user); default `openclaw-user`. | -| `agentId` | No | Agent isolation (multi-agent); default `openclaw-agent`. | -| `autoCapture` | No | Auto-store from conversations after agent ends; default `true`. | -| `autoRecall` | No | Auto-inject relevant memories before agent starts; default `true`. | -| `inferOnAdd` | No | Use PowerMem intelligent extraction when adding; default `true`. | +| `mode` | No | Backend: `"cli"` (default) or `"http"`. If omitted, non-empty `baseUrl` implies `http`. | +| `baseUrl` | Yes (http) | PowerMem API base URL when `mode` is `http`, e.g. `http://localhost:8000`, no `/api/v1` suffix. | +| `apiKey` | No | Set when PowerMem server has API key authentication enabled (http mode). | +| `httpApiVersion` | No | HTTP API version: `"v1"` (default) or `"v2"`. | +| `requestConfig` | No | HTTP v2 only: forwarded as `config` in each request (e.g. `memory_db` settings). | +| `envFile` | No | CLI: path to PowerMem `.env` (default when using plugin defaults: `~/.openclaw/powermem/powermem.env`). | +| `pmemPath` | No | CLI: `bundled` (default), `auto`, or path/command for `pmem`. | +| `userId` | No | User isolation (multi-user). If omitted or set to `"auto"`, a stable ID is generated and stored in `/powermem/identity.json`. | +| `agentId` | No | Agent isolation (multi-agent). If omitted or set to `"auto"`, a stable ID is generated and stored in `/powermem/identity.json`. | +| `autoCapture` | No | Auto-store from conversations after agent ends; default `true`. | +| `autoRecall` | No | Auto-inject relevant memories before agent starts; default `true`. | +| `autoExperience` | No | Auto-extract procedural experiences via LLM; default `true`. | +| `experienceRecall` | No | Include experiences in recall results; default `true`. | +| `inferOnAdd` | No | Use PowerMem intelligent extraction when adding; default `true`. | +| `dualWrite` | No | HTTP only: write to remote + local SQLite and queue failed writes. | +| `localDbPath` | No | Local SQLite path for `dualWrite`. | +| `localUserId` | No | Local namespace for `dualWrite` (defaults to `userId`). | +| `localAgentId` | No | Local namespace for `dualWrite` (defaults to `agentId`). | +| `syncOnResume` | No | Whether to sync pending writes on startup; default `true`. | +| `syncBatchSize` | No | Pending sync batch size; default `50`. | +| `syncMinIntervalMs` | No | Minimum interval between sync attempts; default `5000`. | +| `syncBaseDelayMs` | No | Base delay for retry backoff; default `5000`. | +| `syncMaxDelayMs` | No | Max delay for retry backoff; default `60000`. | +| `syncMaxRetries` | No | Max retry count per pending item; default `10`. | + +**Memory partitioning and sharing:** Use `userId` / `agentId` for logical isolation. In HTTP v2, `agent_memory_share` supports cross-agent sharing within the same `userId`; use `cross_scope_share` when you need to copy memories across both `userId` and `agentId` scopes. **Auto-capture:** When a session ends, this round’s user/assistant text is sent to PowerMem (`infer: true`) for extraction and storage. At most 3 items per round, each up to about 6000 characters. @@ -305,6 +325,13 @@ Exposed to OpenClaw agents: - **memory_recall** — Search long-term memories by query. - **memory_store** — Store one memory (optional intelligent extraction on write). - **memory_forget** — Delete by memory ID or by search query. +- **experience_store** — Store a procedural experience. +- **experience_recall** — Search stored experiences. +- **agent_memory_add** — Add memory to another agent (HTTP v2 only). +- **agent_memory_list** — List an agent’s memories (HTTP v2 only). +- **agent_memory_share** — Share memories across agents (HTTP v2 only). +- **agent_memory_shared** — List memories shared with an agent (HTTP v2 only). +- **cross_scope_share** — Copy memories across `userId`/`agentId` scopes (HTTP v2 only). Parameters: `fromUserId`, `fromAgentId`, `toUserId`, `toAgentId`, `query`; optional `limit`, `scoreThreshold`, `inferOnTarget`. --- @@ -320,7 +347,7 @@ Exposed to OpenClaw agents: **1. `openclaw ltm health` fails or cannot connect** -- **CLI:** `pmem` on PATH or correct `pmemPath`; valid `.env` at `envFile`. +- **CLI:** npm `powermem` installed with the plugin (`bundled`), or correct `pmemPath`; optional `.env` at `envFile` if not using OpenClaw model injection. - **HTTP:** PowerMem is running (HTTP server in a terminal, or Docker); `baseUrl` is correct (e.g. `http://localhost:8000`; watch for `127.0.0.1` vs `localhost` mismatches). - Remote server: use the host IP or hostname instead of `localhost`. diff --git a/README_CN.md b/README_CN.md index 8456c71..5b4b579 100644 --- a/README_CN.md +++ b/README_CN.md @@ -8,7 +8,7 @@ # OpenClaw Memory (PowerMem) 插件 -本插件让 [OpenClaw](https://github.com/openclaw/openclaw) 通过 [PowerMem](https://github.com/oceanbase/powermem) 使用长期记忆：智能抽取、艾宾浩斯遗忘曲线、多 Agent 隔离。 +本插件让 [OpenClaw](https://github.com/openclaw/openclaw) 通过 [PowerMem](https://github.com/oceanbase/powermem) 使用长期记忆：智能抽取、艾宾浩斯遗忘曲线、多 Agent 隔离。支持 HTTP v2（按请求配置 + 代理共享）、LLM 经验提炼与本地 SQLite 双写。 **默认：CLI 模式** — 插件在本机执行 `pmem`，无需 `powermem-server`。**HTTP 模式** 适合已有共享 PowerMem API 的场景（团队 / 企业）。 @@ -186,13 +186,13 @@ openclaw plugins install -l /path/to/memory-powermem **说明：** 在某个 Node 项目里执行 `npm i memory-powermem` 只会把包装进该项目的 `node_modules`，**不会**在 OpenClaw 里注册插件。若要在 OpenClaw 里使用本插件，必须执行 `openclaw plugins install memory-powermem`（或按上面用本地路径安装），再重启 gateway。 -安装成功后，可用 `openclaw plugins list` 确认能看到 `memory-powermem`。若未写 `plugins.entries["memory-powermem"].config`，插件 **默认**：`mode: "cli"`、`envFile` 为 `~/.openclaw/powermem/powermem.env`、`pmemPath: "pmem"`，并开启 `autoCapture`、`autoRecall`、`inferOnAdd`。请确保 `pmem` 在 PATH 上（或配置 `pmemPath`），且上述 `.env` 有效。 +安装成功后，可用 `openclaw plugins list` 确认能看到 `memory-powermem`。若未写 `plugins.entries["memory-powermem"].config`，插件 **默认**：`mode: "cli"`、`pmemPath: "bundled"`（优先插件旁的 npm `powermem`，否则用 PATH 上的 `pmem`）、`useOpenClawModel: true`（SQLite 在 OpenClaw 状态目录 + 从 `agents.defaults.model` 注入 LLM），并开启 `autoCapture`、`autoRecall`、`inferOnAdd`。若不使用 OpenClaw 注入模型，再准备 `powermem` 的 `.env`（`envFile`）。 --- ## 第三步：配置 OpenClaw（可选） -若使用 **CLI 默认路径** 且 `pmem` 已在 PATH，可跳过。需要 HTTP、改 URL/API Key、或自定义 `envFile` / `pmemPath` 时再改配置。 +若使用 **CLI 默认**（`bundled` + OpenClaw 模型注入），可跳过。需要 HTTP、改 URL/API Key、使用 Python 版 `pmem`（`pmemPath: "auto"` 或绝对路径）、或通过 `envFile` 时再改配置。 **CLI（默认）：** @@ -206,7 +206,7 @@ openclaw plugins install -l /path/to/memory-powermem "config": { "mode": "cli", "envFile": "/home/you/.openclaw/powermem/powermem.env", - "pmemPath": "pmem", + "pmemPath": "bundled", "autoCapture": true, "autoRecall": true, "inferOnAdd": true @@ -223,15 +223,19 @@ openclaw plugins install -l /path/to/memory-powermem "config": { "mode": "http", "baseUrl": "http://localhost:8000", + "httpApiVersion": "v2", + "requestConfig": { "memory_db": { "host": "db-host", "port": 2881 } }, "autoCapture": true, "autoRecall": true, + "autoExperience": true, + "experienceRecall": true, "inferOnAdd": true } ``` 说明： -- **CLI（默认）：** 可不写 `mode` 且 `baseUrl` 为空时走 CLI；使用 `envFile` + `pmemPath`。 +- **CLI（默认）：** 可不写 `mode` 且 `baseUrl` 为空时走 CLI。默认 `pmemPath` 为 `bundled`（npm CLI）。需要时再配 `envFile` / `pmemPath`。 - **HTTP：** `mode` 为 `http` 时必须配置 `baseUrl`；若只写 `baseUrl` 不写 `mode`，插件会按 HTTP 处理。**不要**在 `baseUrl` 上加 `/api/v1`。若服务开了 API Key，加 `"apiKey"`。 - 改完配置后**重启 OpenClaw gateway**（或 Mac 菜单栏应用）。 @@ -284,16 +288,32 @@ openclaw ltm search "咖啡" | 选项 | 必填 | 说明 | |---------------|------|------| -| `mode` | 否 | 后端：`"cli"`（默认）或 `"http"`。不写 `mode` 但填了 `baseUrl` 时按 HTTP 处理。 | -| `baseUrl` | 是（http） | `mode` 为 `http` 时必填，PowerMem API 根地址，如 `http://localhost:8000`，不要带 `/api/v1`。 | -| `apiKey` | 否 | PowerMem 开启 API Key 鉴权时填写（http 模式）。 | -| `envFile` | 否 | CLI：PowerMem `.env`；插件默认约定 `~/.openclaw/powermem/powermem.env`。 | -| `pmemPath` | 否 | CLI 模式：`pmem` 可执行路径，默认 `pmem`。 | -| `userId` | 否 | 用于多用户隔离，默认 `openclaw-user`。 | -| `agentId` | 否 | 用于多 Agent 隔离，默认 `openclaw-agent`。 | -| `autoCapture` | 否 | 会话结束后是否自动把对话交给 PowerMem 抽取记忆，默认 `true`。 | -| `autoRecall` | 否 | 会话开始前是否自动注入相关记忆，默认 `true`。 | -| `inferOnAdd` | 否 | 写入时是否用 PowerMem 智能抽取，默认 `true`。 | +| `mode` | 否 | 后端：`"cli"`（默认）或 `"http"`。不写 `mode` 但填了 `baseUrl` 时按 HTTP 处理。 | +| `baseUrl` | 是（http） | `mode` 为 `http` 时必填，PowerMem API 根地址，如 `http://localhost:8000`，不要带 `/api/v1`。 | +| `apiKey` | 否 | PowerMem 开启 API Key 鉴权时填写（http 模式）。 | +| `httpApiVersion` | 否 | HTTP 版本：`"v1"`（默认）或 `"v2"`。 | +| `requestConfig` | 否 | HTTP v2 专用：按请求透传 `config`（如 `memory_db`）。 | +| `envFile` | 否 | CLI：PowerMem `.env`；插件默认约定 `~/.openclaw/powermem/powermem.env`。 | +| `pmemPath` | 否 | CLI：`bundled`（默认）、`auto` 或 `pmem` 的路径/命令。 | +| `userId` | 否 | 用于多用户隔离。未填或为 `"auto"` 时自动生成并保存到 `/powermem/identity.json`。 | +| `agentId` | 否 | 用于多 Agent 隔离。未填或为 `"auto"` 时自动生成并保存到 `/powermem/identity.json`。 | +| `autoCapture` | 否 | 会话结束后是否自动把对话交给 PowerMem 抽取记忆，默认 `true`。 | +| `autoRecall` | 否 | 会话开始前是否自动注入相关记忆，默认 `true`。 | +| `autoExperience` | 否 | LLM 自动提炼经验，默认 `true`。 | +| `experienceRecall` | 否 | 召回结果是否包含经验，默认 `true`。 | +| `inferOnAdd` | 否 | 写入时是否用 PowerMem 智能抽取，默认 `true`。 | +| `dualWrite` | 否 | 仅 HTTP：远端 + 本地 SQLite 双写，远端失败自动排队补传。 | +| `localDbPath` | 否 | 本地 SQLite 路径（`dualWrite`）。 | +| `localUserId` | 否 | 本地命名空间（`dualWrite`，默认 `userId`）。 | +| `localAgentId` | 否 | 本地命名空间（`dualWrite`，默认 `agentId`）。 | +| `syncOnResume` | 否 | 是否启动时补传，默认 `true`。 | +| `syncBatchSize` | 否 | 每批补传数量，默认 `50`。 | +| `syncMinIntervalMs` | 否 | 补传最小间隔，默认 `5000`。 | +| `syncBaseDelayMs` | 否 | 重试基础延迟，默认 `5000`。 | +| `syncMaxDelayMs` | 否 | 重试最大延迟，默认 `60000`。 | +| `syncMaxRetries` | 否 | 单条最大重试次数，默认 `10`。 | + +**记忆划分与分享：** 建议用 `userId` / `agentId` 做逻辑隔离；HTTP v2 可用 `agent_memory_share` 在同一 `userId` 下做跨 Agent 共享。若需跨 `userId` + `agentId`，可用 `cross_scope_share` 按 `query` 检索源记忆并复制到目标命名空间。 **自动抓取**：会话结束时，会把本轮用户/助手文本发给 PowerMem（`infer: true`），由 PowerMem 抽取并落库。每轮最多 3 条，每条约 6000 字符以内。 @@ -306,6 +326,13 @@ openclaw ltm search "咖啡" - **memory_recall** — 按查询搜索长期记忆 - **memory_store** — 写入一条记忆（可选是否智能抽取） - **memory_forget** — 按记忆 ID 或按搜索条件删除 +- **experience_store** — 写入经验 +- **experience_recall** — 查询经验 +- **agent_memory_add** — 给其它 Agent 增加记忆（HTTP v2） +- **agent_memory_list** — 列出 Agent 记忆（HTTP v2） +- **agent_memory_share** — 共享 Agent 记忆（HTTP v2） +- **agent_memory_shared** — 列出共享记忆（HTTP v2） +- **cross_scope_share** — 跨 `userId` / `agentId` 复制共享记忆（HTTP v2）。参数：`fromUserId`、`fromAgentId`、`toUserId`、`toAgentId`、`query`，可选 `limit`、`scoreThreshold`、`inferOnTarget`。 --- @@ -321,7 +348,7 @@ openclaw ltm search "咖啡" **1. `openclaw ltm health` 报错连不上** -- **CLI：** `pmem` 在 PATH 或 `pmemPath` 正确；`envFile` 指向有效 `.env`。 +- **CLI：** 插件已安装 npm `powermem`（`bundled`），或 `pmemPath` 正确；未用 OpenClaw 注入时再保证 `envFile`。 - **HTTP：** PowerMem 已启动（方式 A 终端或 Docker）；`baseUrl` 正确（本机常用 `http://localhost:8000`，注意与 `127.0.0.1` 一致性问题）。 - 若 OpenClaw 和 PowerMem 不在同一台机器，把 `localhost` 改成 PowerMem 所在机器的 IP 或域名。 diff --git a/config.ts b/config.ts deleted file mode 100644 index cde55d2..0000000 --- a/config.ts +++ /dev/null @@ -1,194 +0,0 @@ -/** - * PowerMem memory plugin configuration. - * Validates baseUrl, optional apiKey, and user/agent mapping. - */ - -import { homedir } from "node:os"; -import { join } from "node:path"; - -function assertAllowedKeys( - value: Record, - allowed: string[], - label: string, -) { - const unknown = Object.keys(value).filter((key) => !allowed.includes(key)); - if (unknown.length === 0) return; - throw new Error(`${label} has unknown keys: ${unknown.join(", ")}`); -} - -function resolveEnvVars(value: string): string { - return value.replace(/\$\{([^}]+)\}/g, (_, envVar) => { - const envValue = process.env[envVar]; - if (!envValue) { - throw new Error(`Environment variable ${envVar} is not set`); - } - return envValue; - }); -} - -export type PowerMemMode = "http" | "cli"; - -export type PowerMemConfig = { - mode: PowerMemMode; - baseUrl: string; - apiKey?: string; - /** CLI mode: path to .env (optional; pmem discovers if omitted). */ - envFile?: string; - /** CLI mode: path to pmem binary (default "pmem"). */ - pmemPath?: string; - /** - * When true (default), inject LLM/embedding from OpenClaw gateway config into `pmem` - * (overrides the same keys from an optional .env file). SQLite defaults live under the OpenClaw state dir. - */ - useOpenClawModel?: boolean; - userId?: string; - agentId?: string; - /** Max memories to return in recall / inject in auto-recall. Default 5. */ - recallLimit?: number; - /** Min score (0–1) for recall; memories below are filtered. Default 0. */ - recallScoreThreshold?: number; - autoCapture: boolean; - autoRecall: boolean; - inferOnAdd: boolean; -}; - -const DEFAULT_RECALL_LIMIT = 5; -const DEFAULT_RECALL_SCORE_THRESHOLD = 0; - -const ALLOWED_KEYS = [ - "mode", - "baseUrl", - "apiKey", - "envFile", - "pmemPath", - "useOpenClawModel", - "userId", - "agentId", - "recallLimit", - "recallScoreThreshold", - "autoCapture", - "autoRecall", - "inferOnAdd", -] as const; - -export const powerMemConfigSchema = { - parse(value: unknown): PowerMemConfig { - if (!value || typeof value !== "object" || Array.isArray(value)) { - throw new Error("memory-powermem config required"); - } - const cfg = value as Record; - assertAllowedKeys(cfg, [...ALLOWED_KEYS], "memory-powermem config"); - - const modeExplicit = - cfg.mode === "cli" || cfg.mode === "http" ? cfg.mode : undefined; - const baseUrlForInfer = - typeof cfg.baseUrl === "string" ? cfg.baseUrl.trim() : ""; - const mode = - modeExplicit ?? (baseUrlForInfer ? "http" : "cli"); - - let baseUrl = ""; - let apiKey: string | undefined; - if (mode === "http") { - const baseUrlRaw = cfg.baseUrl; - if (typeof baseUrlRaw !== "string" || !baseUrlRaw.trim()) { - throw new Error("memory-powermem baseUrl is required when mode is http"); - } - baseUrl = resolveEnvVars(baseUrlRaw.trim()).replace(/\/+$/, ""); - const apiKeyRaw = cfg.apiKey; - apiKey = - typeof apiKeyRaw === "string" && apiKeyRaw.trim() - ? resolveEnvVars(apiKeyRaw.trim()) - : undefined; - } - - const envFileRaw = cfg.envFile; - const envFile = - typeof envFileRaw === "string" && envFileRaw.trim() - ? envFileRaw.trim() - : undefined; - - const pmemPathRaw = cfg.pmemPath; - const pmemPath = - typeof pmemPathRaw === "string" && pmemPathRaw.trim() - ? pmemPathRaw.trim() - : "pmem"; - - return { - mode, - baseUrl, - apiKey, - envFile, - pmemPath, - useOpenClawModel: cfg.useOpenClawModel !== false, - userId: - typeof cfg.userId === "string" && cfg.userId.trim() - ? cfg.userId.trim() - : undefined, - agentId: - typeof cfg.agentId === "string" && cfg.agentId.trim() - ? cfg.agentId.trim() - : undefined, - recallLimit: toRecallLimit(cfg.recallLimit), - recallScoreThreshold: toRecallScoreThreshold(cfg.recallScoreThreshold), - autoCapture: cfg.autoCapture !== false, - autoRecall: cfg.autoRecall !== false, - inferOnAdd: cfg.inferOnAdd !== false, - }; - }, -}; - -function toRecallLimit(v: unknown): number { - if (typeof v === "number" && Number.isFinite(v) && v >= 1) { - return Math.min(100, Math.floor(v)); - } - if (typeof v === "string" && /^\d+$/.test(v)) { - const n = parseInt(v, 10); - return n >= 1 ? Math.min(100, n) : DEFAULT_RECALL_LIMIT; - } - return DEFAULT_RECALL_LIMIT; -} - -function toRecallScoreThreshold(v: unknown): number { - if (typeof v === "number" && Number.isFinite(v)) { - return Math.max(0, Math.min(1, v)); - } - if (typeof v === "string" && v.trim() !== "") { - const n = Number(v); - if (Number.isFinite(n)) return Math.max(0, Math.min(1, n)); - } - return DEFAULT_RECALL_SCORE_THRESHOLD; -} - -/** Default user/agent IDs when not configured (single-tenant style). */ -export const DEFAULT_USER_ID = "openclaw-user"; -export const DEFAULT_AGENT_ID = "openclaw-agent"; - -/** Canonical PowerMem `.env` path for consumer (CLI) setups; matches install.sh. */ -export function defaultConsumerPowermemEnvPath(): string { - return join(homedir(), ".openclaw", "powermem", "powermem.env"); -} - -/** - * Default plugin config when openclaw.json has no plugins.entries["memory-powermem"].config. - * Consumer default: CLI, no .env required — SQLite under OpenClaw state dir + LLM from OpenClaw `agents.defaults.model`. - * Optional: set `envFile` to merge a powermem .env under OpenClaw-derived vars. - * Enterprise / shared server: set `mode: "http"` and `baseUrl`. - */ -export const DEFAULT_PLUGIN_CONFIG: PowerMemConfig = { - mode: "cli", - baseUrl: "", - envFile: undefined, - pmemPath: "pmem", - useOpenClawModel: true, - autoCapture: true, - autoRecall: true, - inferOnAdd: true, -}; - -export function resolveUserId(cfg: PowerMemConfig): string { - return cfg.userId ?? DEFAULT_USER_ID; -} - -export function resolveAgentId(cfg: PowerMemConfig): string { - return cfg.agentId ?? DEFAULT_AGENT_ID; -} diff --git a/index.ts b/index.ts deleted file mode 100644 index 98611c9..0000000 --- a/index.ts +++ /dev/null @@ -1,579 +0,0 @@ -/** - * OpenClaw Memory (PowerMem) Plugin - * - * Long-term memory via PowerMem: intelligent extraction, Ebbinghaus - * forgetting curve, multi-agent isolation. Supports two backends: - * - CLI (default): runs pmem locally; SQLite + LLM from OpenClaw state / agents.defaults.model (optional .env). - * - HTTP: powermem-server (e.g. --port 8000) for shared / enterprise setups. - */ - -import { Type } from "@sinclair/typebox"; -import type { - OpenClawPluginApi, - OpenClawPluginCliContext, -} from "openclaw/plugin-sdk/memory-core"; -import type { OpenClawPluginServiceContext } from "openclaw/plugin-sdk"; - -import { - powerMemConfigSchema, - DEFAULT_PLUGIN_CONFIG, - resolveUserId, - resolveAgentId, - type PowerMemConfig, -} from "./config.js"; -import { homedir } from "node:os"; -import { join } from "node:path"; - -import { PowerMemClient } from "./client.js"; -import { PowerMemCLIClient } from "./client-cli.js"; -import { - buildDefaultSqlitePowermemEnv, - buildPowermemCliProcessEnv, -} from "./openclaw-powermem-env.js"; - -type GatewayApi = OpenClawPluginApi & { - config?: unknown; - runtime?: { - state?: { resolveStateDir?: (env?: NodeJS.ProcessEnv) => string }; - modelAuth?: { - resolveApiKeyForProvider?: (params: { - provider: string; - cfg?: unknown; - }) => Promise<{ apiKey?: string }>; - }; - }; -}; - -function resolveOpenClawStateDir(api: GatewayApi): string { - const fn = api.runtime?.state?.resolveStateDir; - if (typeof fn === "function") { - try { - return fn(process.env); - } catch { - /* ignore */ - } - } - return join(homedir(), ".openclaw"); -} - -// ============================================================================ -// Plugin Definition -// ============================================================================ - -const memoryPlugin = { - id: "memory-powermem", - name: "Memory (PowerMem)", - description: - "PowerMem-backed long-term memory (intelligent extraction, forgetting curve). Default: local CLI (pmem); optional HTTP server for shared deployments.", - kind: "memory" as const, - configSchema: powerMemConfigSchema, - - register(api: OpenClawPluginApi) { - const gw = api as GatewayApi; - const raw = api.pluginConfig; - const toParse = - raw && - typeof raw === "object" && - !Array.isArray(raw) && - Object.keys(raw).length > 0 - ? { ...DEFAULT_PLUGIN_CONFIG, ...raw } - : DEFAULT_PLUGIN_CONFIG; - const cfg = powerMemConfigSchema.parse(toParse) as PowerMemConfig; - const userId = resolveUserId(cfg); - const agentId = resolveAgentId(cfg); - const stateDir = resolveOpenClawStateDir(gw); - const buildProcessEnv = - cfg.mode === "cli" - ? cfg.useOpenClawModel !== false - ? () => - buildPowermemCliProcessEnv({ - openclawConfig: gw.config, - stateDir, - resolveProviderAuth: async (provider) => { - const fn = gw.runtime?.modelAuth?.resolveApiKeyForProvider; - if (typeof fn !== "function") return {}; - try { - return await fn({ provider, cfg: gw.config }); - } catch { - return {}; - } - }, - warn: (m) => api.logger.warn(m), - }) - : () => Promise.resolve(buildDefaultSqlitePowermemEnv(stateDir)) - : undefined; - const client = - cfg.mode === "cli" - ? PowerMemCLIClient.fromConfig(cfg, userId, agentId, { buildProcessEnv }) - : PowerMemClient.fromConfig(cfg, userId, agentId); - const modeLabel = cfg.mode === "cli" ? `cli (${cfg.pmemPath ?? "pmem"})` : cfg.baseUrl; - - api.logger.info( - `memory-powermem: plugin registered (mode: ${cfg.mode}, ${modeLabel}, user: ${userId}, agent: ${agentId})`, - ); - - // ======================================================================== - // Tools - // ======================================================================== - - api.registerTool( - { - name: "memory_recall", - label: "Memory Recall", - description: - "Search through long-term memories. Use when you need context about user preferences, past decisions, or previously discussed topics.", - parameters: Type.Object({ - query: Type.String({ description: "Search query" }), - limit: Type.Optional( - Type.Number({ description: "Max results (default: plugin recallLimit)" }), - ), - scoreThreshold: Type.Optional( - Type.Number({ description: "Min score 0–1 to include (default: plugin recallScoreThreshold)" }), - ), - }), - async execute(_toolCallId: string, params: Record) { - const limit = - typeof (params as { limit?: number }).limit === "number" - ? Math.max(1, Math.min(100, Math.floor((params as { limit: number }).limit))) - : cfg.recallLimit ?? 5; - const scoreThreshold = - typeof (params as { scoreThreshold?: number }).scoreThreshold === "number" - ? Math.max(0, Math.min(1, (params as { scoreThreshold: number }).scoreThreshold)) - : (cfg.recallScoreThreshold ?? 0); - const query = String((params as { query?: string }).query ?? ""); - - try { - const requestLimit = Math.min(100, Math.max(limit * 2, limit + 10)); - const raw = await client.search(query, requestLimit); - const results = raw - .filter((r) => (r.score ?? 0) >= scoreThreshold) - .slice(0, limit); - - if (results.length === 0) { - return { - content: [{ type: "text", text: "No relevant memories found." }], - details: { count: 0 }, - }; - } - - const text = results - .map( - (r, i) => - `${i + 1}. ${r.content} (${((r.score ?? 0) * 100).toFixed(0)}%)`, - ) - .join("\n"); - - const sanitizedResults = results.map((r) => ({ - id: String(r.memory_id), - text: r.content, - score: r.score, - })); - - return { - content: [ - { type: "text", text: `Found ${results.length} memories:\n\n${text}` }, - ], - details: { count: results.length, memories: sanitizedResults }, - }; - } catch (err) { - api.logger.warn(`memory-powermem: recall failed: ${String(err)}`); - return { - content: [ - { - type: "text", - text: `Memory search failed: ${err instanceof Error ? err.message : String(err)}`, - }, - ], - details: { error: String(err) }, - }; - } - }, - }, - { name: "memory_recall" }, - ); - - api.registerTool( - { - name: "memory_store", - label: "Memory Store", - description: - "Save important information in long-term memory. Use for preferences, facts, decisions.", - parameters: Type.Object({ - text: Type.String({ description: "Information to remember" }), - importance: Type.Optional( - Type.Number({ description: "Importance 0-1 (default: 0.7)" }), - ), - }), - async execute(_toolCallId: string, params: Record) { - const { text, importance = 0.7 } = params as { - text: string; - importance?: number; - }; - - try { - const created = await client.add(text, { - infer: cfg.inferOnAdd, - metadata: { importance }, - }); - - if (created.length === 0) { - return { - content: [{ type: "text", text: "Stored (no inferred items)." }], - details: { action: "created" }, - }; - } - - const summary = - created.length === 1 - ? created[0].content.slice(0, 80) - : `${created.length} items stored`; - return { - content: [ - { type: "text", text: `Stored: ${summary}${summary.length >= 80 ? "..." : ""}` }, - ], - details: { - action: "created", - count: created.length, - ids: created.map((c) => String(c.memory_id)), - }, - }; - } catch (err) { - api.logger.warn(`memory-powermem: store failed: ${String(err)}`); - return { - content: [ - { - type: "text", - text: `Failed to store memory: ${err instanceof Error ? err.message : String(err)}`, - }, - ], - details: { error: String(err) }, - }; - } - }, - }, - { name: "memory_store" }, - ); - - api.registerTool( - { - name: "memory_forget", - label: "Memory Forget", - description: "Delete specific memories. GDPR-compliant.", - parameters: Type.Object({ - query: Type.Optional(Type.String({ description: "Search to find memory" })), - memoryId: Type.Optional(Type.String({ description: "Specific memory ID" })), - }), - async execute(_toolCallId: string, params: Record) { - const { query, memoryId } = params as { query?: string; memoryId?: string }; - - try { - if (memoryId) { - await client.delete(memoryId); - return { - content: [{ type: "text", text: `Memory ${memoryId} forgotten.` }], - details: { action: "deleted", id: memoryId }, - }; - } - - if (query) { - const results = await client.search(query, 5); - if (results.length === 0) { - return { - content: [{ type: "text", text: "No matching memories found." }], - details: { found: 0 }, - }; - } - if (results.length === 1 && (results[0].score ?? 0) > 0.9) { - await client.delete(results[0].memory_id); - return { - content: [ - { - type: "text", - text: `Forgotten: "${results[0].content.slice(0, 60)}..."`, - }, - ], - details: { action: "deleted", id: String(results[0].memory_id) }, - }; - } - const list = results - .map( - (r) => - `- [${String(r.memory_id).slice(0, 8)}] ${r.content.slice(0, 60)}...`, - ) - .join("\n"); - return { - content: [ - { - type: "text", - text: `Found ${results.length} candidates. Specify memoryId:\n${list}`, - }, - ], - details: { - action: "candidates", - candidates: results.map((r) => ({ - id: String(r.memory_id), - text: r.content, - score: r.score, - })), - }, - }; - } - - return { - content: [{ type: "text", text: "Provide query or memoryId." }], - details: { error: "missing_param" }, - }; - } catch (err) { - api.logger.warn(`memory-powermem: forget failed: ${String(err)}`); - return { - content: [ - { - type: "text", - text: `Failed to forget: ${err instanceof Error ? err.message : String(err)}`, - }, - ], - details: { error: String(err) }, - }; - } - }, - }, - { name: "memory_forget" }, - ); - - // ======================================================================== - // CLI Commands - // ======================================================================== - - api.registerCli( - ({ program }: OpenClawPluginCliContext) => { - const ltm = program - .command("ltm") - .description("PowerMem long-term memory plugin commands"); - - ltm - .command("search") - .description("Search memories") - .argument("", "Search query") - .option("--limit ", "Max results", "5") - .action(async (...args: unknown[]) => { - const query = String(args[0] ?? ""); - const opts = (args[1] ?? {}) as { limit?: string }; - const limit = parseInt(opts.limit ?? "5", 10); - const results = await client.search(query, limit); - console.log(JSON.stringify(results, null, 2)); - }); - - ltm - .command("health") - .description("Check PowerMem server health") - .action(async () => { - try { - const h = await client.health(); - console.log("PowerMem:", h.status); - } catch (err) { - console.error("PowerMem health check failed:", err); - process.exitCode = 1; - } - }); - - ltm - .command("add") - .description("Manually add a memory (for testing or one-off storage)") - .argument("", "Content to store") - .action(async (...args: unknown[]) => { - const text = String(args[0] ?? ""); - try { - const created = await client.add(text.trim(), { infer: cfg.inferOnAdd }); - if (created.length === 0) { - console.log("Stored (no inferred items)."); - } else { - console.log(`Stored ${created.length} item(s):`, created.map((c) => c.memory_id)); - } - } catch (err) { - console.error("PowerMem add failed:", err); - process.exitCode = 1; - } - }); - }, - { commands: ["ltm"] }, - ); - - // ======================================================================== - // Lifecycle Hooks - // ======================================================================== - - const MEMORY_RECALL_GUIDANCE = - "## Long-term memory (PowerMem)\n" + - "When answering about past events, user preferences, people, or anything the user may have told you before: use the memory_recall tool to search long-term memory first, or use any already injected in this turn.\n"; - - function lastUserMessageText(messages: unknown[] | undefined): string { - if (!Array.isArray(messages) || messages.length === 0) return ""; - for (let i = messages.length - 1; i >= 0; i--) { - const msg = messages[i]; - if (!msg || typeof msg !== "object") continue; - const role = (msg as Record).role; - if (role !== "user") continue; - const content = (msg as Record).content; - if (typeof content === "string" && content.trim().length >= 5) return content.trim(); - if (Array.isArray(content)) { - for (const block of content) { - if ( - block && - typeof block === "object" && - (block as Record).type === "text" && - typeof (block as Record).text === "string" - ) { - const t = String((block as Record).text).trim(); - if (t.length >= 5) return t; - } - } - } - } - return ""; - } - - if (cfg.autoRecall) { - api.on("before_agent_start", async (event: unknown) => { - const e = event as { prompt: string; messages?: unknown[] }; - const query = - (typeof e.prompt === "string" && e.prompt.trim().length >= 5 - ? e.prompt.trim() - : lastUserMessageText(e.messages)) || ""; - if (query.length < 5) { - return { prependSystemContext: MEMORY_RECALL_GUIDANCE }; - } - - const recallLimit = Math.max(1, Math.min(100, cfg.recallLimit ?? 5)); - const scoreThreshold = Math.max(0, Math.min(1, cfg.recallScoreThreshold ?? 0)); - - try { - const requestLimit = Math.min(100, Math.max(recallLimit * 2, recallLimit + 10)); - const raw = await client.search(query, requestLimit); - const results = raw - .filter((r) => (r.score ?? 0) >= scoreThreshold) - .slice(0, recallLimit); - - const memoryContext = - results.length > 0 - ? results.map((r) => `- ${r.content}`).join("\n") - : ""; - if (results.length > 0) { - api.logger.info( - `memory-powermem: injecting ${results.length} memories into context`, - ); - } - return { - prependSystemContext: MEMORY_RECALL_GUIDANCE, - ...(memoryContext - ? { - prependContext: `\nThe following memories may be relevant to this conversation:\n${memoryContext}\n`, - } - : {}), - }; - } catch (err) { - api.logger.warn(`memory-powermem: recall failed: ${String(err)}`); - return { prependSystemContext: MEMORY_RECALL_GUIDANCE }; - } - }); - } - - if (cfg.autoCapture) { - api.on("agent_end", async (event: unknown) => { - const e = event as { messages: unknown[]; success: boolean; error?: string }; - if (!e.success || !e.messages || e.messages.length === 0) { - return; - } - - try { - const texts: string[] = []; - for (const msg of e.messages) { - if (!msg || typeof msg !== "object") continue; - const msgObj = msg as Record; - const role = msgObj.role; - if (role !== "user" && role !== "assistant") continue; - const content = msgObj.content; - if (typeof content === "string") { - texts.push(content); - continue; - } - if (Array.isArray(content)) { - for (const block of content) { - if ( - block && - typeof block === "object" && - "type" in block && - (block as Record).type === "text" && - "text" in block && - typeof (block as Record).text === "string" - ) { - texts.push((block as Record).text as string); - } - } - } - } - - const MIN_LEN = 10; - const MAX_CHUNK_LEN = 6000; - const MAX_CHUNKS_PER_SESSION = 3; - const sanitized = texts - .filter((t): t is string => typeof t === "string" && t.trim().length >= MIN_LEN) - .map((t) => t.trim()) - .filter( - (t) => - !t.includes("") && - !(t.startsWith("<") && t.includes("= MAX_CHUNKS_PER_SESSION) break; - chunks.push(combined.slice(i, i + MAX_CHUNK_LEN)); - } - - let stored = 0; - for (const chunk of chunks) { - const created = await client.add(chunk, { infer: cfg.inferOnAdd }); - stored += created.length; - } - if (stored > 0) { - api.logger.info(`memory-powermem: auto-captured ${stored} memories from conversation`); - } - } catch (err) { - api.logger.warn(`memory-powermem: capture failed: ${String(err)}`); - } - }); - } - - // ======================================================================== - // Service - // ======================================================================== - - api.registerService({ - id: "memory-powermem", - start: async (_ctx: OpenClawPluginServiceContext) => { - try { - const h = await client.health(); - const where = cfg.mode === "cli" ? `cli ${cfg.pmemPath ?? "pmem"}` : cfg.baseUrl; - api.logger.info( - `memory-powermem: initialized (${where}, health: ${h.status})`, - ); - } catch (err) { - const hint = - cfg.mode === "cli" - ? "is pmem on PATH? Check agents.defaults.model + provider keys in OpenClaw, or set envFile to a powermem .env" - : "is PowerMem server running?"; - api.logger.warn( - `memory-powermem: health check failed (${hint}): ${String(err)}`, - ); - } - }, - stop: (_ctx: OpenClawPluginServiceContext) => { - api.logger.info("memory-powermem: stopped"); - }, - }); - }, -}; - -export default memoryPlugin; diff --git a/install.sh b/install.sh index d4403d2..59a3c5b 100644 --- a/install.sh +++ b/install.sh @@ -27,7 +27,8 @@ SELECTED_MODE="cli" BASE_URL="http://localhost:8000" API_KEY="" ENV_FILE="" -PMEM_PATH="pmem" +# Default matches plugin: npm powermem-ts (package "powermem"); use "pmem" only for Python on PATH. +PMEM_PATH="bundled" POWMEM_DATA_DIR="" DEFAULT_POWMEM_ENV="" @@ -52,7 +53,7 @@ for arg in "$@"; do echo " or: bash install.sh [-y] [--workdir ]" echo "" echo "Options:" - echo " -y, --yes Non-interactive (defaults: cli, env ~/.openclaw/powermem/powermem.env)" + echo " -y, --yes Non-interactive (defaults: cli, bundled npm pmem, optional env template)" echo " --workdir OpenClaw config dir (default: ~/.openclaw)" echo " -h, --help Show this help" echo "" @@ -168,6 +169,7 @@ EOF select_mode_and_config() { if [[ "$INSTALL_YES" == "1" ]]; then SELECTED_MODE="cli" + PMEM_PATH="bundled" ENV_FILE="${DEFAULT_POWMEM_ENV}" seed_powermem_env_if_missing "${ENV_FILE}" return 0 @@ -180,8 +182,8 @@ select_mode_and_config() { read -r -p "Path to PowerMem .env [${DEFAULT_POWMEM_ENV}]: " _ef < /dev/tty || true ENV_FILE="${_ef:-${DEFAULT_POWMEM_ENV}}" seed_powermem_env_if_missing "${ENV_FILE}" - read -r -p "pmem binary path [pmem]: " _pmem < /dev/tty || true - PMEM_PATH="${_pmem:-pmem}" + read -r -p "pmem path [bundled] (bundled=npm powermem-ts; or absolute path to Python venv pmem): " _pmem < /dev/tty || true + PMEM_PATH="${_pmem:-bundled}" else SELECTED_MODE="http" ENV_FILE="" @@ -212,7 +214,7 @@ check_openclaw() { deploy_from_repo() { info "Deploying plugin from current directory..." mkdir -p "${PLUGIN_DEST}" - for f in index.ts config.ts client.ts client-cli.ts openclaw-powermem-env.ts openclaw.plugin.json package.json tsconfig.json .gitignore; do + for f in index.ts config.ts client.ts client-cli.ts resolve-powermem-cli.ts openclaw-powermem-env.ts openclaw.plugin.json package.json tsconfig.json .gitignore; do if [[ -f "$f" ]]; then cp "$f" "${PLUGIN_DEST}/" fi @@ -237,6 +239,7 @@ deploy_from_github() { "config.ts" "client.ts" "client-cli.ts" + "resolve-powermem-cli.ts" "openclaw-powermem-env.ts" "openclaw.plugin.json" "package.json" @@ -328,10 +331,12 @@ main() { echo " 2. openclaw gateway" echo " 3. openclaw ltm health" else - echo " 1. pip install powermem (venv recommended); put pmem on PATH when starting the gateway" - echo " 2. Edit LLM_* and EMBEDDING_* in: ${ENV_FILE:-$DEFAULT_POWMEM_ENV}" - echo " 3. openclaw gateway" - echo " 4. openclaw ltm health" + echo " 1. openclaw gateway (default CLI uses npm powermem-ts in the plugin dir; no pip required)" + echo " 2. openclaw ltm health" + echo " 3. Optional: with useOpenClawModel (default), you usually do NOT need to edit the seeded file:" + echo " ${ENV_FILE:-$DEFAULT_POWMEM_ENV}" + echo " Edit it only if you disable OpenClaw model injection or want extra PowerMem tuning." + echo " 4. Optional: use Python pmem instead → set plugins.entries.memory-powermem.config.pmemPath to your venv pmem." fi echo "" } diff --git a/openclaw.plugin.json b/openclaw.plugin.json index b961121..d1762d5 100644 --- a/openclaw.plugin.json +++ b/openclaw.plugin.json @@ -18,6 +18,24 @@ "placeholder": "", "help": "Optional; required if PowerMem server has authentication enabled (http mode only)" }, + "httpApiVersion": { + "label": "HTTP API version", + "placeholder": "v1", + "advanced": true, + "help": "HTTP mode: v1 (default) or v2. v2 enables per-request config and agent memory APIs." + }, + "requestTimeoutMs": { + "label": "Request timeout (ms)", + "placeholder": "30000", + "advanced": true, + "help": "Abort HTTP/CLI requests after this many milliseconds (0 = no timeout)" + }, + "requestConfig": { + "label": "Request config (v2)", + "placeholder": "", + "advanced": true, + "help": "HTTP v2 only: per-request PowerMem config object (same shape as auto_config())." + }, "envFile": { "label": "Env file path", "placeholder": "", @@ -26,9 +44,9 @@ }, "pmemPath": { "label": "pmem binary path", - "placeholder": "pmem", + "placeholder": "bundled", "advanced": true, - "help": "CLI mode: path to pmem (or powermem) executable. Default: pmem" + "help": "CLI mode: bundled (default) or auto = npm powermem next to this plugin if installed, else pmem on PATH; or absolute path / command name (e.g. Python venv pmem)" }, "userId": { "label": "User ID", @@ -54,6 +72,10 @@ "advanced": true, "help": "Min score (0–1); memories below are filtered out" }, + "walCapture": { + "label": "WAL Capture", + "help": "Incrementally capture key facts during conversations to prevent loss on crash/compaction" + }, "autoCapture": { "label": "Auto-Capture", "help": "Automatically store important information from conversations" @@ -62,10 +84,92 @@ "label": "Auto-Recall", "help": "Automatically inject relevant memories into context" }, + "autoExperience": { + "label": "Auto-Experience", + "help": "Automatically store session experiences at agent_end" + }, + "experienceRecall": { + "label": "Experience Recall", + "help": "Automatically inject relevant experiences into context" + }, "inferOnAdd": { "label": "Infer on Add", "help": "Use PowerMem intelligent extraction when adding (infer=true)" }, + "debugPerfLog": { + "label": "Debug performance logs", + "advanced": true, + "help": "Enable slow-path performance logs for key memory operations." + }, + "perfSlowMs": { + "label": "Perf slow threshold (ms)", + "advanced": true, + "placeholder": "800", + "help": "Only log performance entries slower than this threshold." + }, + "dualWrite": { + "label": "Dual write (HTTP + SQLite)", + "advanced": true, + "help": "When enabled, write to remote HTTP and local sqlite for failover and resync." + }, + "localDbPath": { + "label": "Local sqlite path", + "advanced": true, + "placeholder": "", + "help": "Local sqlite file path for dual-write. Default: /powermem/local-memories.sqlite" + }, + "localUserId": { + "label": "Local User ID", + "advanced": true, + "placeholder": "", + "help": "Override user_id for local sqlite storage (dual-write)" + }, + "localAgentId": { + "label": "Local Agent ID", + "advanced": true, + "placeholder": "", + "help": "Override agent_id for local sqlite storage (dual-write)" + }, + "syncOnResume": { + "label": "Sync pending writes", + "advanced": true, + "help": "When remote recovers, sync local pending writes (default true)" + }, + "syncBatchSize": { + "label": "Sync batch size", + "advanced": true, + "placeholder": "50", + "help": "Max pending writes per sync attempt" + }, + "syncMinIntervalMs": { + "label": "Sync min interval (ms)", + "advanced": true, + "placeholder": "5000", + "help": "Minimum interval between sync attempts" + }, + "syncBaseDelayMs": { + "label": "Sync base delay (ms)", + "advanced": true, + "placeholder": "5000", + "help": "Base backoff delay after a failed sync" + }, + "syncMaxDelayMs": { + "label": "Sync max delay (ms)", + "advanced": true, + "placeholder": "60000", + "help": "Maximum backoff delay after failures" + }, + "syncMaxRetries": { + "label": "Sync max retries", + "advanced": true, + "placeholder": "10", + "help": "Skip items after this many failed retries (0 = unlimited)" + }, + "localVector": { + "label": "Local vector search", + "advanced": true, + "help": "Optional local vector fallback for dual-write (OpenAI/Ollama compatible embeddings + sqlite-vec)." + }, "useOpenClawModel": { "label": "Use OpenClaw LLM for PowerMem", "advanced": true, @@ -79,15 +183,48 @@ "mode": { "type": "string", "enum": ["http", "cli"] }, "baseUrl": { "type": "string" }, "apiKey": { "type": "string" }, + "httpApiVersion": { "type": "string", "enum": ["v1", "v2"] }, + "requestTimeoutMs": { "type": "number" }, + "requestConfig": { "type": "object" }, "envFile": { "type": "string" }, "pmemPath": { "type": "string" }, "userId": { "type": "string" }, "agentId": { "type": "string" }, "recallLimit": { "type": "number" }, "recallScoreThreshold": { "type": "number" }, + "walCapture": { "type": "boolean" }, "autoCapture": { "type": "boolean" }, "autoRecall": { "type": "boolean" }, + "autoExperience": { "type": "boolean" }, + "experienceRecall": { "type": "boolean" }, "inferOnAdd": { "type": "boolean" }, + "debugPerfLog": { "type": "boolean" }, + "perfSlowMs": { "type": "number" }, + "dualWrite": { "type": "boolean" }, + "localDbPath": { "type": "string" }, + "localUserId": { "type": "string" }, + "localAgentId": { "type": "string" }, + "syncOnResume": { "type": "boolean" }, + "syncBatchSize": { "type": "number" }, + "syncMinIntervalMs": { "type": "number" }, + "syncBaseDelayMs": { "type": "number" }, + "syncMaxDelayMs": { "type": "number" }, + "syncMaxRetries": { "type": "number" }, + "localVector": { + "type": "object", + "additionalProperties": false, + "properties": { + "enabled": { "type": "boolean" }, + "provider": { "type": "string" }, + "model": { "type": "string" }, + "apiKey": { "type": "string" }, + "baseUrl": { "type": "string" }, + "headers": { + "type": "object", + "additionalProperties": { "type": "string" } + } + } + }, "useOpenClawModel": { "type": "boolean" } }, "required": [] diff --git a/package-lock.json b/package-lock.json index 7ac373c..63f0332 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,15 +1,20 @@ { "name": "memory-powermem", - "version": "1.0.0", + "version": "0.4.0", "lockfileVersion": 3, "requires": true, "packages": { "": { "name": "memory-powermem", - "version": "1.0.0", + "version": "0.4.0", "license": "Apache-2.0", "dependencies": { - "@sinclair/typebox": "^0.34.0" + "@langchain/openai": "^1.4.1", + "@mariozechner/pi-ai": "^0.67.2", + "@sinclair/typebox": "^0.34.0", + "better-sqlite3": "^12.9.0", + "powermem": "^0.1.1", + "sqlite-vec": "^0.1.9" }, "devDependencies": { "@types/node": "^22.0.0", @@ -25,231 +30,758 @@ } } }, - "node_modules/@esbuild/aix-ppc64": { - "version": 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tinypool@1.1.1: {} + + tinyrainbow@1.2.0: {} + + tinyspy@3.0.2: {} + + toidentifier@1.0.1: {} + + token-types@6.1.2: + dependencies: + '@borewit/text-codec': 0.2.2 + '@tokenizer/token': 0.3.0 + ieee754: 1.2.1 + + tr46@0.0.3: {} + + ts-algebra@2.0.0: {} + + tslib@2.8.1: {} + + tslog@4.10.2: {} + + tunnel-agent@0.6.0: + dependencies: + safe-buffer: 5.2.1 + + type-is@2.0.1: + dependencies: + content-type: 1.0.5 + media-typer: 1.1.0 + mime-types: 3.0.2 + + typescript@5.9.3: {} + + uc.micro@2.1.0: {} + + uhyphen@0.2.0: {} + + uint8array-extras@1.5.0: {} + + undici-types@6.21.0: {} + + undici-types@7.16.0: {} + + undici@7.24.5: {} + + unpipe@1.0.0: {} + + util-deprecate@1.0.2: {} + + uuid@10.0.0: {} + + uuid@11.1.0: {} + + uuid@13.0.0: {} + + uuid@9.0.1: {} + + vary@1.1.2: {} + + vite-node@2.1.9(@types/node@22.19.15): + dependencies: + cac: 6.7.14 + debug: 4.4.3 + es-module-lexer: 1.7.0 + pathe: 1.1.2 + vite: 5.4.21(@types/node@22.19.15) + transitivePeerDependencies: + - '@types/node' + - less + - lightningcss + - sass + - sass-embedded + - stylus + - sugarss + - supports-color + - terser + + vite@5.4.21(@types/node@22.19.15): + dependencies: + esbuild: 0.21.5 + postcss: 8.5.8 + rollup: 4.60.0 + optionalDependencies: + '@types/node': 22.19.15 + fsevents: 2.3.3 + + vitest@2.1.9(@types/node@22.19.15): + dependencies: + '@vitest/expect': 2.1.9 + '@vitest/mocker': 2.1.9(vite@5.4.21(@types/node@22.19.15)) + '@vitest/pretty-format': 2.1.9 + '@vitest/runner': 2.1.9 + '@vitest/snapshot': 2.1.9 + '@vitest/spy': 2.1.9 + '@vitest/utils': 2.1.9 + chai: 5.3.3 + debug: 4.4.3 + expect-type: 1.3.0 + magic-string: 0.30.21 + pathe: 1.1.2 + std-env: 3.10.0 + tinybench: 2.9.0 + tinyexec: 0.3.2 + tinypool: 1.1.1 + tinyrainbow: 1.2.0 + vite: 5.4.21(@types/node@22.19.15) + vite-node: 2.1.9(@types/node@22.19.15) + why-is-node-running: 2.3.0 + optionalDependencies: + '@types/node': 22.19.15 + transitivePeerDependencies: + - less + - lightningcss + - msw + - sass + - sass-embedded + - stylus + - sugarss + - supports-color + - terser + + web-streams-polyfill@3.3.3: {} + + webidl-conversions@3.0.1: {} + + whatwg-url@5.0.0: + dependencies: + tr46: 0.0.3 + webidl-conversions: 3.0.1 + + which@2.0.2: + dependencies: + isexe: 2.0.0 + + why-is-node-running@2.3.0: + dependencies: + siginfo: 2.0.0 + stackback: 0.0.2 + + wrap-ansi@7.0.0: + dependencies: + ansi-styles: 4.3.0 + string-width: 4.2.3 + strip-ansi: 6.0.1 + + wrappy@1.0.2: {} + + ws@8.20.0: {} + + xtend@4.0.2: {} + + y18n@5.0.8: {} + + yallist@5.0.0: {} + + yaml@2.8.3: {} + + yargs-parser@20.2.9: {} + + yargs-parser@21.1.1: {} + + yargs@16.2.0: + dependencies: + cliui: 7.0.4 + escalade: 3.2.0 + get-caller-file: 2.0.5 + require-directory: 2.1.1 + string-width: 4.2.3 + y18n: 5.0.8 + yargs-parser: 20.2.9 + + yargs@17.7.2: + dependencies: + cliui: 8.0.1 + escalade: 3.2.0 + get-caller-file: 2.0.5 + require-directory: 2.1.1 + string-width: 4.2.3 + y18n: 5.0.8 + yargs-parser: 21.1.1 + + yauzl@2.10.0: + dependencies: + buffer-crc32: 0.2.13 + fd-slicer: 1.1.0 + + yoctocolors@2.1.2: {} + + zod-to-json-schema@3.25.1(zod@4.3.6): + dependencies: + zod: 4.3.6 + + zod@4.3.6: {} diff --git a/skills/install-memory-powermem-full/SKILL.md b/skills/install-memory-powermem-full/SKILL.md index 31c3c11..0509d51 100644 --- a/skills/install-memory-powermem-full/SKILL.md +++ b/skills/install-memory-powermem-full/SKILL.md @@ -1,6 +1,6 @@ --- name: install-memory-powermem-full -description: OpenClaw full guide skill (id and folder name install-memory-powermem-full). Step-by-step install and configuration for the PowerMem long-term memory plugin—options, tools, troubleshooting—and bundled reference docs. Complements the quickstart skill install-memory-powermem; either can be used alone. +description: OpenClaw full guide skill (id and folder name install-memory-powermem-full). Step-by-step install and configuration for the PowerMem long-term memory plugin—default powermem-ts (npm) CLI, optional Python pmem, HTTP, tools, troubleshooting—and bundled reference docs. Complements install-memory-powermem; either can be used alone. triggers: - "安装 PowerMem 记忆" - "安装 PowerMem 记忆插件" @@ -26,38 +26,35 @@ This skill folder includes supplementary docs: - **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. +- **Auto-Experience**: Optionally distills procedural experiences and stores them as memories for later recall. ## 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. +**Recommended order (TO C):** (1) OpenClaw installed and **default model + provider auth** configured. (2) Install the **memory-powermem** plugin. (3) Default **CLI** uses **powermem-ts** (npm package **`powermem`**) via **`pmemPath: bundled`**—no Python required; the plugin’s `npm install` / `pnpm install` pulls `powermem`, **`@langchain/openai`**, and native deps (**`better-sqlite3`**). (4) *Optional:* use **Python** `pmem` from [oceanbase/powermem](https://github.com/oceanbase/powermem) instead by setting **`pmemPath`** to the venv binary. **No `powermem.env` is required** for the default path when **`useOpenClawModel`** is true. -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. +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** require `pip install powermem`. That file is **not** required if the user relies on **OpenClaw-injected** LLM + default SQLite + **bundled** npm CLI. 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). -2. **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`. +2. **Install the plugin** + `openclaw plugins install /path/to/memory-powermem` (or `openclaw plugins install memory-powermem` from npm), or run **`install.sh`** from the [memory-powermem](https://github.com/ob-labs/memory-powermem) repo — see **One-click plugin deploy (`install.sh`)** below for curl / flags / `--workdir`. -3. **Install PowerMem (CLI — default)** - - Venv recommended: e.g. `python3 -m venv ~/.openclaw/powermem/.venv && source ~/.openclaw/powermem/.venv/bin/activate`. - - `pip install powermem`. +3. **PowerMem CLI — default: powermem-ts (npm), no Python** + - Plugin default **`pmemPath: bundled`**: runs the **`powermem`** npm package (TypeScript / **powermem-ts**) shipped with the plugin (`node_modules/.../powermem/dist/cli.js`). + - After `openclaw plugins install` or **`install.sh`**, dependencies are installed under the plugin directory; for a **local path** / symlink install, run **`pnpm install` / `npm install`** in that directory. + - **pnpm 10+:** allow **`better-sqlite3`** install scripts (see plugin **`package.json`** → **`pnpm.onlyBuiltDependencies`**) or run **`pnpm rebuild better-sqlite3`** if the native module failed to build. - **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`. + - **`useOpenClawModel: false`:** Disables injection; user must supply a **complete** PowerMem config via `.env` and/or environment variables. -4. **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`. +4. **Optional: Python CLI instead of bundled npm** + For [oceanbase/powermem](https://github.com/oceanbase/powermem) **Python** `pmem`: **Python 3.10+**, venv + `pip install powermem`, then set **`pmemPath`** to the absolute path of the `pmem` binary (gateway may not inherit venv `PATH`). Verify with **`pmem --version`**. -5. **Install the plugin** - `openclaw plugins install /path/to/memory-powermem` (or `openclaw plugins install memory-powermem` from npm), or run **`install.sh`** from the [memory-powermem](https://github.com/ob-labs/memory-powermem) repo — see **One-click plugin deploy (`install.sh`)** below for curl / flags / `--workdir`. +5. **HTTP path (enterprise / shared server)** + - Run **`powermem-server`** from the same **powermem-ts** stack (npm) or from a Python/Docker deployment; `.env` in server working directory with DB + LLM + embedding; e.g. `powermem-server --host 0.0.0.0 --port 8000`. + - Check: `curl -s http://localhost:8000/api/v1/system/health` (or `/api/v2/system/health` for v2). 6. **Configure OpenClaw** @@ -68,10 +65,12 @@ The curl **`install.sh`** deploys the plugin and OpenClaw entries; with **`-y`** 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.pmemPath bundled 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.autoExperience true --json + openclaw config set plugins.entries.memory-powermem.config.experienceRecall true --json openclaw config set plugins.entries.memory-powermem.config.inferOnAdd true --json ``` @@ -90,7 +89,11 @@ The curl **`install.sh`** deploys the plugin and OpenClaw entries; with **`-y`** openclaw config set plugins.entries.memory-powermem.config.baseUrl http://localhost:8000 ``` - Optional: `apiKey` if the server uses auth. + Optional: `apiKey` if the server uses auth. For v2, set: + ```bash + openclaw config set plugins.entries.memory-powermem.config.httpApiVersion v2 + openclaw config set plugins.entries.memory-powermem.config.requestConfig '{"memory_db":{"host":"db-host","port":2881}}' --json + ``` 7. **Verify** Restart **gateway**, then in another terminal: @@ -109,9 +112,9 @@ The curl **`install.sh`** deploys the plugin and OpenClaw entries; with **`-y`** ## One-click plugin deploy (`install.sh`) -**Requires:** OpenClaw installed (`openclaw --version`). The script does **not** run `pip install powermem`; ensure **`pmem`** is on PATH when the gateway runs or set **`pmemPath`**. +**Requires:** OpenClaw installed (`openclaw --version`). The script runs **`npm install`** (or equivalent) **inside the deployed plugin directory** so **powermem-ts** is available; it does **not** run `pip install powermem`. Default **`pmemPath`** is **`bundled`** (npm CLI). -**Default:** configures plugin **CLI** mode. With **`-y`**, it may still create **`~/.openclaw/powermem/powermem.env`** as an optional template — not required if you use OpenClaw-injected LLM + default SQLite. +**Default:** configures plugin **CLI** mode. With **`-y`**, it may still create **`~/.openclaw/powermem/powermem.env`** as an optional template — not required if you use OpenClaw-injected LLM + default SQLite + bundled CLI. ```bash curl -fsSL https://raw.githubusercontent.com/ob-labs/memory-powermem/main/install.sh | bash @@ -192,6 +195,12 @@ Plugin data and default SQLite follow **that** instance’s `stateDir`. | **memory_recall** | Search long-term memories. Params: `query`, optional `limit`, `scoreThreshold`. | | **memory_store** | Save text; optional infer. Params: `text`, optional `importance`. | | **memory_forget** | Delete by `memoryId` or by `query` search. | +| **experience_store** | Store a procedural experience. | +| **experience_recall** | Recall experiences. | +| **agent_memory_add** | Add memory to another agent (HTTP v2 only). | +| **agent_memory_list** | List an agent’s memories (HTTP v2 only). | +| **agent_memory_share** | Share memories across agents (HTTP v2 only). | +| **agent_memory_shared** | List memories shared with an agent (HTTP v2 only). | ## Configuration (summary) @@ -200,17 +209,25 @@ Plugin data and default SQLite follow **that** instance’s `stateDir`. | `mode` | `cli` | `cli` or `http`. | | `baseUrl` | — | Required for HTTP; if `mode` omitted and `baseUrl` set → HTTP. | | `apiKey` | — | HTTP server auth. | +| `httpApiVersion` | `v1` | HTTP API version: `v1` or `v2`. | +| `requestConfig` | — | HTTP v2: per-request config (e.g. `memory_db`). | | `envFile` | — | Optional CLI `.env` (used only if file exists). | -| `pmemPath` | `pmem` | CLI binary path. | +| `pmemPath` | `bundled` | CLI: **`bundled`** = npm **powermem-ts** next to the plugin; **`auto`** / empty resolves bundled then falls back to **`pmem` on PATH** (e.g. Python); or an absolute path to a `pmem` executable. | | `useOpenClawModel` | `true` | Inject LLM/embedding from OpenClaw + default SQLite under state dir. | | `recallLimit` | `5` | Max memories per recall. | | `recallScoreThreshold` | `0` | Min score 0–1. | -| `autoCapture` / `autoRecall` / `inferOnAdd` | `true` | Auto memory pipeline and infer on add. | +| `autoCapture` / `autoRecall` / `autoExperience` / `experienceRecall` / `inferOnAdd` | `true` | Auto memory + experience pipeline and infer on add. | +| `userId` / `agentId` | auto | Omit or set to `auto` to generate stable IDs saved under `/powermem/identity.json`. | +| `dualWrite` | `false` | HTTP only: remote + local SQLite dual-write. | +| `localDbPath` | — | Local SQLite path for dual-write. | +| `localUserId` / `localAgentId` | — | Local namespace for dual-write (defaults to `userId`/`agentId`). | +| `localVector` | — | Optional local vector search for dual-write fallback (OpenAI/Ollama + sqlite-vec). | +| `syncOnResume` / `syncBatchSize` / `syncMinIntervalMs` / `syncBaseDelayMs` / `syncMaxDelayMs` / `syncMaxRetries` | see defaults | Retry controls for pending sync. | ## Daily Operations ```bash -openclaw gateway +openclaw gateway restart openclaw ltm health openclaw ltm add "Some fact to remember" @@ -226,9 +243,11 @@ Restart the gateway after slot or plugin config changes. | Symptom | Fix | |---------|-----| -| **Python < 3.10** | Run 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` fails** | Confirm Python 3.10+, clean venv. See [PowerMem issues](https://github.com/oceanbase/powermem/issues). | -| **`pmem` not found** | Activate venv or set **`pmemPath`** to the full binary. | +| **`spawnSync pmem ENOENT` / bundled CLI not resolved** | Run **`pnpm install` / `npm install`** in the plugin directory; ensure **`pmemPath`** is **`bundled`** or points to a real **`powermem/dist/cli.js`**. | +| **`ERR_MODULE_NOT_FOUND` (e.g. `@langchain/openai`)** | Ensure plugin **`package.json`** dependencies are installed (**memory-powermem** lists **`@langchain/openai`** for optional peers of **powermem**). | +| **`better-sqlite3` failed to load** | **`pnpm rebuild better-sqlite3`** or allow build scripts per **`pnpm.onlyBuiltDependencies`** in the plugin **`package.json`**. | +| **Python path only:** **Python < 3.10** or **`pip install powermem` fails** | Upgrade Python / clean venv. See [oceanbase/powermem](https://github.com/oceanbase/powermem/issues). | +| **`pmem` not found** (PATH / Python) | Set **`pmemPath`** to the venv **`pmem`** absolute path, or use **`bundled`**. | | **`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 errors** | Embedding/LLM mismatch for your provider—see gateway logs; try optional **PowerMem `.env`** from [.env.example](https://github.com/oceanbase/powermem/blob/master/.env.example). | | **Wrong SQLite file / instance** | Data is under **that OpenClaw instance’s `stateDir`** (`OPENCLAW_STATE_DIR` / `--workdir`). | diff --git a/skills/install-memory-powermem-full/config-reference.md b/skills/install-memory-powermem-full/config-reference.md index 86f9ab5..6d9e0d8 100644 --- a/skills/install-memory-powermem-full/config-reference.md +++ b/skills/install-memory-powermem-full/config-reference.md @@ -4,14 +4,13 @@ Quick reference for skill **`install-memory-powermem-full`**. See **SKILL.md** i --- -## Before the plugin: PowerMem (Python) +## Before the plugin: PowerMem CLI (default = powermem-ts) -- **Python 3.10+** — `python3 --version`. -- **Install** — `pip install powermem` (virtualenv recommended). +- **Default (recommended)** — Plugin **`pmemPath: bundled`**: **powermem-ts** via npm package **`powermem`** inside the plugin directory. Run **`pnpm install` / `npm install`** in the plugin folder when installing from a **local path** or **`-l`** symlink. Dependencies include **`@langchain/openai`** (for optional peers) and **`better-sqlite3`** (native; **pnpm 10+** may require **`pnpm.onlyBuiltDependencies`** / **`pnpm rebuild better-sqlite3`**). - **CLI (default)** — No `powermem.env` required for the default setup: the plugin injects **SQLite** (under the OpenClaw **state directory**) and **LLM + embedding** from OpenClaw (`agents.defaults.model` + provider keys), as long as `useOpenClawModel` is `true` (default). -- **`pmem` on PATH** — When you start `openclaw gateway`, the same environment should expose `pmem`, or set plugin `pmemPath` to the binary’s absolute path (e.g. inside a venv). +- **Optional: Python `pmem`** — **Python 3.10+**, `pip install powermem` ([oceanbase/powermem](https://github.com/oceanbase/powermem)), then set **`pmemPath`** to the venv **`pmem`** absolute path (gateway often does not inherit venv `PATH`). - **Optional `.env`** — Set `envFile` to a PowerMem `.env` if you want file-based overrides; if the file exists, it is loaded first, then OpenClaw-derived variables **override** the same keys (when `useOpenClawModel` is true). -- **HTTP (shared server)** — Run `powermem-server` with its own `.env`; plugin `mode: http` + `baseUrl`. Verify with `curl` on `/api/v1/system/health`. +- **HTTP (shared server)** — Run **`powermem-server`** (npm or Python/Docker); plugin `mode: http` + `baseUrl`. Use `httpApiVersion: v2` + `requestConfig` for per-request config. Verify with `curl` on `/api/v1/system/health` or v2 `/api/v2/system/health`. --- @@ -28,12 +27,12 @@ Quick reference for skill **`install-memory-powermem-full`**. See **SKILL.md** i --- -## Installing PowerMem (do this before the plugin) +## Installing PowerMem vs installing the plugin -- **Python 3.10+** required. Check with `python3 --version`. -- **Install**: `pip install powermem` (prefer inside a virtualenv). -- **HTTP mode**: Create a `.env` (copy from [PowerMem .env.example](https://github.com/oceanbase/powermem/blob/master/.env.example)), set at least database + LLM + Embedding. Start server in that directory: `powermem-server --port 8000`. Verify: `curl -s http://localhost:8000/api/v1/system/health`. -- **CLI mode**: Ensure `pmem` is on PATH (e.g. activate the venv where powermem is installed). Optional: `pmem config init` for `.env`. +- **Default:** Install **memory-powermem** first; **powermem-ts** comes as a **dependency** of the plugin—**no** separate `pip install` for CLI mode. +- **Python-only CLI path:** `pip install powermem` (prefer a virtualenv), then configure **`pmemPath`** to that `pmem` binary. +- **HTTP mode**: Create a `.env` (see PowerMem / powermem-ts docs), set at least database + LLM + Embedding. Start server in that directory: `powermem-server --port 8000`. Verify: `curl -s http://localhost:8000/api/v1/system/health`. +- **CLI mode (Python):** Ensure `pmem` is on PATH or set **`pmemPath`** to an absolute path. Optional: `pmem config init` for `.env`. --- @@ -44,14 +43,49 @@ Quick reference for skill **`install-memory-powermem-full`**. See **SKILL.md** i | `mode` | `cli` | `cli` (local `pmem`) or `http` (`powermem-server`). | | `baseUrl` | — | Required when `mode` is `http` (or omit `mode` and set non-empty `baseUrl` → HTTP). | | `apiKey` | — | HTTP: optional PowerMem server API key. | +| `httpApiVersion` | `v1` | HTTP API version: `v1` or `v2`. | +| `requestConfig` | — | HTTP v2 only: forwarded as `config` (e.g. `memory_db`). | | `envFile` | — | CLI: optional path to PowerMem `.env` (only used if the file exists). | -| `pmemPath` | `pmem` | CLI: `pmem` executable path. | +| `pmemPath` | `bundled` | CLI: **`bundled`** = npm **powermem-ts** next to the plugin; **`auto`** / empty = resolve bundled then **`pmem` on PATH**; or absolute path to a `pmem` executable (e.g. Python venv). | | `useOpenClawModel` | `true` | Inject LLM/embedding from OpenClaw; default SQLite under state dir. Set `false` to disable injection (you must then provide a full `.env` or env vars). | | `recallLimit` | `5` | Max memories per recall / auto-recall. | | `recallScoreThreshold` | `0` | Min score (0–1) to keep a hit. | | `autoCapture` | `true` | Auto-store from conversations. | | `autoRecall` | `true` | Auto-inject relevant memories before reply. | +| `autoExperience` | `true` | Auto-extract experiences via LLM. | +| `experienceRecall` | `true` | Include experiences in recall. | | `inferOnAdd` | `true` | PowerMem intelligent extraction on add. | +| `userId` | auto | Omit or set to `auto` to generate a stable ID saved under `/powermem/identity.json`. | +| `agentId` | auto | Omit or set to `auto` to generate a stable ID saved under `/powermem/identity.json`. | +| `dualWrite` | `false` | HTTP only: remote + local SQLite dual-write. | +| `localDbPath` | — | Local SQLite path for dual-write. | +| `localUserId` | — | Local namespace for dual-write (defaults to `userId`). | +| `localAgentId` | — | Local namespace for dual-write (defaults to `agentId`). | +| `localVector` | — | Optional local vector search for dual-write fallback (OpenAI/Ollama embeddings + sqlite-vec). | +| `syncOnResume` | `true` | Sync pending writes on startup. | +| `syncBatchSize` | `50` | Batch size for sync. | +| `syncMinIntervalMs` | `5000` | Minimum sync interval. | +| `syncBaseDelayMs` | `5000` | Base retry delay. | +| `syncMaxDelayMs` | `60000` | Max retry delay. | +| `syncMaxRetries` | `10` | Max retries per item. | + +**`localVector` fields (optional):** + +```json +{ + "localVector": { + "enabled": true, + "provider": "openai", + "model": "text-embedding-3-small", + "apiKey": "YOUR_KEY", + "baseUrl": "https://api.openai.com", + "headers": { "X-Org": "..." } + } +} +``` + +- If `localVector` is omitted and `dualWrite: true`, the plugin attempts to reuse **OpenClaw** `agents.*.memorySearch` provider/model; otherwise defaults to OpenAI (`text-embedding-3-small`). +- If embedding auth is unavailable, it automatically falls back to local **FTS/token** search. --- @@ -87,7 +121,7 @@ Prefer `openclaw config set` when possible; use these when editing **`~/.opencla "config": { "mode": "cli", "envFile": "/home/you/.openclaw/powermem/powermem.env", - "pmemPath": "pmem", + "pmemPath": "bundled", "autoCapture": true, "autoRecall": true, "inferOnAdd": true @@ -98,7 +132,7 @@ Prefer `openclaw config set` when possible; use these when editing **`~/.opencla } ``` -If `pmem` lives only inside a venv, set **`pmemPath`** to that binary’s absolute path. With **`useOpenClawModel: true`** and no need for a file, you can omit **`envFile`** (see **SKILL.md** for the recommended `openclaw config set` flow). +Default **`pmemPath`** is **`bundled`** (npm **powermem-ts**). If you use **Python** `pmem` inside a venv only, set **`pmemPath`** to that binary’s absolute path. With **`useOpenClawModel: true`** and no need for a file, you can omit **`envFile`** (see **SKILL.md** for the recommended `openclaw config set` flow). **HTTP mode (shared server):** diff --git a/skills/install-memory-powermem-full/powermem-intro.md b/skills/install-memory-powermem-full/powermem-intro.md index cc7f672..ed00dac 100644 --- a/skills/install-memory-powermem-full/powermem-intro.md +++ b/skills/install-memory-powermem-full/powermem-intro.md @@ -6,9 +6,9 @@ Ships with OpenClaw skill **`install-memory-powermem-full`** (folder `install-me ## What is PowerMem? -**PowerMem** ([GitHub: oceanbase/powermem](https://github.com/oceanbase/powermem)) is a **long-term memory engine** that gives AI applications persistent, retrievable memory. With the **memory-powermem** plugin it is usually used via the **CLI** (`pmem`) on the same machine as OpenClaw; you can instead run an **HTTP server** (`powermem-server`) for shared or team setups. +**PowerMem** is a **long-term memory engine** with multiple implementations. The **memory-powermem** plugin’s **default** is **powermem-ts** ([ob-labs/powermem-ts](https://github.com/ob-labs/powermem-ts) on npm as package **`powermem`**): the plugin runs the **`pmem` CLI** from **`node_modules`** (**`pmemPath: bundled`**) on the same machine as OpenClaw. Alternatively you can point **`pmemPath`** at the **Python** CLI from [oceanbase/powermem](https://github.com/oceanbase/powermem), or run an **HTTP server** (**`powermem-server`**) for shared or team setups. -- **OpenClaw does not bundle Python**: The plugin runs `pmem` as a subprocess (CLI) or talks to a HTTP API (server mode). Install PowerMem with `pip` (or use Docker for server mode). +- **No Python required for the default path**: The bundled npm CLI is sufficient. Python / Docker remain optional for operators who prefer the upstream Python stack or containerized server. - **Data stays on the user’s machine** (typical setup): **SQLite** under the OpenClaw **state directory** (`/powermem/data/powermem.db`) when using plugin defaults—**no `powermem.env` file is required** for that layout. Larger deployments can still use OceanBase, PostgreSQL, etc., configured in PowerMem’s own `.env` or server config. --- @@ -18,9 +18,11 @@ Ships with OpenClaw skill **`install-memory-powermem-full`** (folder `install-me | Feature | Description | |---------|-------------| | **Intelligent extraction (Infer)** | On write, an LLM can summarize, dedupe, and structure content. Needs LLM + embedding configured—either injected from **OpenClaw** (default) or from a PowerMem `.env`. | +| **Experience extraction** | The plugin can distill procedural experiences with LLMs and recall them later. | | **Ebbinghaus forgetting curve** | Adjusts retention / importance so less relevant memories fade over time. | | **Multi-agent / multi-user isolation** | `userId`, `agentId`, etc. separate namespaces in the store. | | **Vector search** | Embedding-based semantic search for recall. | +| **Local dual-write vector fallback** | Optional local SQLite + sqlite-vec for vector search when HTTP backend is down. | --- @@ -30,11 +32,11 @@ Ships with OpenClaw skill **`install-memory-powermem-full`** (folder `install-me - **memory-powermem**: Implements that slot and forwards add/search/forget to PowerMem (CLI or HTTP). - **PowerMem**: Stores data, runs extraction, search, and forgetting logic. -**Typical personal setup:** `pip install powermem`, ensure **`agents.defaults.model`** and provider keys are set in OpenClaw, install the plugin, use **CLI mode** with defaults (`useOpenClawModel: true`, no `envFile`). The plugin supplies SQLite paths and LLM/embedding env to each `pmem` call. +**Typical personal setup:** Install **memory-powermem** (plugin runs **powermem-ts** via **`bundled`**), ensure **`agents.defaults.model`** and provider keys are set in OpenClaw, use **CLI mode** with defaults (`useOpenClawModel: true`, no `envFile`). The plugin supplies SQLite paths and LLM/embedding env to each `pmem` call. *Optional:* `pip install powermem` (Python) and set **`pmemPath`** to that binary if you do not use the bundled CLI. **Optional:** Point **`envFile`** at a PowerMem `.env` for advanced DB/provider tuning; OpenClaw can still override LLM-related keys when `useOpenClawModel` is true. -**HTTP mode:** Run `powermem-server`, set plugin `mode: http` and `baseUrl`. +**HTTP mode:** Run `powermem-server`, set plugin `mode: http` and `baseUrl`. HTTP v2 supports per-request `config` and agent memory sharing. --- @@ -54,7 +56,7 @@ OpenClaw can use **files as memory** (e.g. `memory/YYYY-MM-DD.md`, `MEMORY.md`). ## Two usage modes -- **CLI mode (default)**: Plugin runs `pmem`; SQLite + LLM often come from **OpenClaw config** (no mandatory `.env`). +- **CLI mode (default)**: Plugin runs **`pmem`** (default: npm **powermem-ts**); SQLite + LLM often come from **OpenClaw config** (no mandatory `.env`). - **HTTP mode**: Central `powermem-server`; plugin uses `baseUrl` (and optional `apiKey`). Full steps: **SKILL.md** in this folder. diff --git a/skills/install-memory-powermem/SKILL.md b/skills/install-memory-powermem/SKILL.md index dd6af1b..59ee11c 100644 --- a/skills/install-memory-powermem/SKILL.md +++ b/skills/install-memory-powermem/SKILL.md @@ -1,6 +1,6 @@ --- name: install-memory-powermem -description: OpenClaw skill「快速安装」路径（skill id 与目录名均为 install-memory-powermem）：memory-powermem + PowerMem 最少步骤，面向个人用户；无需单独配置 powermem.env，复用 OpenClaw 里已配好的对话模型。可独立分发；完整选项、工具说明与排错见 install-memory-powermem-full。 +description: OpenClaw skill「快速安装」路径（skill id 与目录名均为 install-memory-powermem）：memory-powermem + PowerMem 最少步骤，面向个人用户；默认 powermem-ts（npm 包 powermem）CLI，无需 Python；无需单独配置 powermem.env，复用 OpenClaw 里已配好的对话模型。可独立分发；完整选项、工具说明与排错见 install-memory-powermem-full。 triggers: - "PowerMem 快速安装" - "PowerMem 最简单安装" @@ -19,7 +19,7 @@ triggers: 本 skill 在 OpenClaw 中的标识与建议目录名为 **`install-memory-powermem`**。若需要 HTTP/多实例、工具表与详细排错，请改用 **`install-memory-powermem-full`**（仓库内 `skills/install-memory-powermem-full/`，需一并拷贝该目录下全部 `.md`）。 -你只要记住几件事：**OpenClaw 能正常聊天**、**Python 先确认 ≥ 3.10**、**本机装好 PowerMem**、**装上插件**。不用手写 `powermem.env`，记忆用的模型和 Key 会跟你在 OpenClaw 里配的一样。 +你只要记住几件事：**OpenClaw 能正常聊天**、**装上 memory-powermem 插件**。默认走 **powermem-ts**（npm 包名 `powermem`，由插件依赖提供，**不需要**先装 Python）。不用手写 `powermem.env`，记忆用的模型和 Key 会跟你在 OpenClaw 里配的一样。 --- @@ -28,42 +28,26 @@ triggers: 1. **确认 OpenClaw 已经能用** 终端执行 `openclaw --version`，并且你已经在 OpenClaw 里配好了**平时对话用的模型**（能正常回复即可）。 -2. **先检查 Python 版本（必须 ≥ 3.10）** - 在创建虚拟环境或执行 `pip install` **之前**必须先确认版本，否则后续容易装失败或运行异常： - ```bash - python3 --version - ``` - 输出应为 **Python 3.10.x、3.11.x、3.12.x** 等（次版本号 ≥ 10）。也可用下面命令做一次硬性校验（不通过会报错退出）： - ```bash - python3 -c "import sys; assert sys.version_info >= (3, 10), '需要 Python 3.10 或更高'; print(sys.version.split()[0], 'OK')" - ``` - 若版本不够：先升级本机 Python，或安装并使用 `python3.11` / `python3.12` 等满足要求的解释器，并将下面步骤里的 **`python3`** 换成实际命令（例如 `python3.12 -m venv ...`）。 +2. **安装 memory-powermem 插件** + 任选其一： + - **registry：** `openclaw plugins install memory-powermem` + - **一键脚本（Mac / Linux）：** + ```bash + curl -fsSL https://raw.githubusercontent.com/ob-labs/memory-powermem/main/install.sh | bash -s -y + ``` + 已克隆本仓库时可在根目录执行 `bash install.sh`（可加 `-y`；多实例：`bash -s -- --workdir ~/.openclaw-second`）。 + - **本地克隆：** `openclaw plugins install /path/to/memory-powermem` 或 **`openclaw plugins install -l`**（软链开发） + 默认 **`pmemPath: bundled`**：使用插件依赖里的 **powermem-ts**（npm 包名 **`powermem`**）提供的 CLI，**不需要**本机 `pip install powermem`。 -3. **安装 PowerMem（Python）** - 建议用虚拟环境，然后安装： - ```bash - python3 -m venv ~/.openclaw/powermem/.venv - source ~/.openclaw/powermem/.venv/bin/activate - pip install powermem - ``` - 装好后执行 `pmem --version`，能输出版本就行。 - -4. **让网关能找到 `pmem`** - 如果你启动 `openclaw gateway` 的终端**没有**激活上面的 venv，有两种简单办法二选一： - - 每次开网关前先 `source ~/.openclaw/powermem/.venv/bin/activate`；或 - - 在插件配置里把 **`pmemPath`** 写成 venv 里 `pmem` 的**完整路径**（装完后可用 `which pmem` 查看）。 +3. **若从本地路径安装：在插件目录安装 Node 依赖** + 从 **npm registry** 安装或 **`install.sh`** 已在插件目录执行过依赖安装时，**可跳过本步**。否则进入 OpenClaw 指向的插件目录（或克隆根目录），执行 **`pnpm install` / `npm install`**，确保拉取 **`powermem`**、**`@langchain/openai`** 等。使用 **pnpm 10+** 时若 **`better-sqlite3`** 未编译，可执行 **`pnpm rebuild better-sqlite3`**（仓库 `package.json` 已配置 **`pnpm.onlyBuiltDependencies`** 时一般可自动构建）。 -5. **一键装插件（推荐）** - 在 **Mac / Linux** 上执行（需已安装 OpenClaw）。脚本**不会**替你执行 `pip install powermem`；装插件前仍需完成上面的 PowerMem 与 `pmem` 步骤。 - ```bash - curl -fsSL https://raw.githubusercontent.com/ob-labs/memory-powermem/main/install.sh | bash -s -y - ``` - 已克隆本仓库时，也可在仓库根目录执行：`bash install.sh`（可加 `-y`、或 `bash -s -- --workdir ~/.openclaw-second` 指定另一套 OpenClaw 数据目录）。 - 脚本会把插件放进 OpenClaw，并打开「用 OpenClaw 的模型驱动记忆」等默认选项；带 `-y` 时仍可能生成可选模板 **`~/.openclaw/powermem/powermem.env`**（默认路径下通常不必手改）。 +4. **（可选）改用 Python 版 `pmem`** + 若你希望使用 [oceanbase/powermem](https://github.com/oceanbase/powermem) 的 **Python CLI**：**Python ≥ 3.10**，`pip install powermem`，并在插件配置里将 **`pmemPath`** 设为 venv 中 `pmem` 的**绝对路径**。详见 **`install-memory-powermem-full`** 与 **config-reference.md**。 -6. **重启网关并检查** +5. **重启网关并检查** ```bash - openclaw gateway + openclaw gateway restart ``` 另开终端，**先**确认插件已被网关加载： ```bash @@ -86,9 +70,9 @@ triggers: | 情况 | 怎么办 | |------|--------| -| `python3 --version` 低于 3.10 | **先升级或换用** `python3.11` / `python3.12` 等，再重做「检查 Python」与 venv 步骤；不要跳过版本检查强行 `pip install`。 | -| `pip install powermem` 报错 | 再次确认 Python ≥ 3.10；换干净 venv 再试。 | -| `pmem` 找不到 | 激活 venv，或配置 **`pmemPath`** 为绝对路径。 | +| `pmem` / CLI 找不到、`ERR_MODULE_NOT_FOUND`（如 `@langchain/openai`） | 在插件目录执行 **`pnpm install` / `npm install`**；路径安装用 **`openclaw plugins install -l`** 时确保依赖完整。 | +| `better-sqlite3` 未编译（pnpm 忽略构建脚本） | 在插件目录 **`pnpm rebuild better-sqlite3`**，或配置 **`pnpm.onlyBuiltDependencies`** 后重装依赖（见仓库 `package.json`）。 | +| 坚持用 **Python** `pmem` 但找不到命令 | 激活 venv，或配置 **`pmemPath`** 为 `which pmem` 的绝对路径。 | | `plugins list` 没有 **memory-powermem**，或状态不是 **loaded** | 确认已执行安装脚本或 `openclaw plugins install`；`plugins.enabled` 为 true、`plugins.slots.memory` 为 **memory-powermem**；改完后**重启 gateway**，再执行 `openclaw plugins list` 复查。 | | `ltm health` 不健康 | 确认 OpenClaw 里**默认模型**和 API Key 本身能聊天；升级 OpenClaw 到较新版本后再试。 | | 想要更多选项（多实例、HTTP、`install.sh` 细节、工具与排错表等） | 使用 **`install-memory-powermem-full`** skill（含 **config-reference.md**），或查阅 **[memory-powermem](https://github.com/ob-labs/memory-powermem)** 的 **README**。 | @@ -97,4 +81,4 @@ triggers: ## 说明（一句话） -记忆数据默认存在本机 OpenClaw 数据目录下的 SQLite 里；**不需要**你再单独维护一份 PowerMem 的 `.env`，除非你熟悉进阶配置。 +记忆数据默认存在本机 OpenClaw 数据目录下的 SQLite 里；默认 CLI 为 **powermem-ts（npm）**；**不需要**你再单独维护一份 PowerMem 的 `.env`，除非你熟悉进阶配置。`userId/agentId` 未配置会自动生成并持久化。HTTP + `dualWrite` 场景可选 `localVector`（sqlite-vec）提升本地兜底搜索质量。 diff --git a/client-cli.ts b/src/client-cli.ts similarity index 70% rename from client-cli.ts rename to src/client-cli.ts index f840159..6f51742 100644 --- a/client-cli.ts +++ b/src/client-cli.ts @@ -6,8 +6,9 @@ import { existsSync } from "node:fs"; import { execFileSync } from "node:child_process"; -import type { PowerMemConfig } from "./config.js"; +import { DEFAULT_PMEM_PATH, type PowerMemConfig } from "./config.js"; import type { PowerMemAddResult, PowerMemSearchResult } from "./client.js"; +import { resolvePmemExecutable } from "./resolve-powermem-cli.js"; const DEFAULT_MAX_BUFFER = 10 * 1024 * 1024; // 10 MiB @@ -17,6 +18,7 @@ export type PowerMemCLIClientOptions = { resolvedEnvFile?: string; userId: string; agentId: string; + timeoutMs?: number; /** * Vars merged into the subprocess environment (after process.env). * OpenClaw + SQLite defaults; cached for the plugin process lifetime. @@ -36,50 +38,60 @@ function parseJsonOrThrow(stdout: string, context: string): T { } } -/** Normalize CLI add result to PowerMemAddResult[]. */ -function normalizeAddOutput(raw: unknown): PowerMemAddResult[] { +function coerceId(v: unknown): string | number { + if (v === null || v === undefined) return ""; + if (typeof v === "number" && Number.isFinite(v)) return v; + const s = String(v).trim(); + if (s !== "" && /^\d+$/.test(s)) { + const n = Number(s); + if (Number.isSafeInteger(n)) return n; + } + return s; +} + +function mapAddRow(r: Record): PowerMemAddResult { + const idRaw = r.memoryId ?? r.memory_id ?? r.id; + return { + memory_id: coerceId(idRaw), + content: String(r.memory ?? r.content ?? ""), + user_id: (r.userId ?? r.user_id) as string | undefined, + agent_id: (r.agentId ?? r.agent_id) as string | undefined, + metadata: r.metadata as Record | undefined, + }; +} + +function mapSearchRow(r: Record): PowerMemSearchResult { + const idRaw = r.memory_id ?? r.memoryId ?? r.id; + return { + memory_id: coerceId(idRaw), + content: String(r.content ?? r.memory ?? ""), + score: Number(r.score ?? r.similarity ?? 0), + metadata: r.metadata as Record | undefined, + }; +} + +/** Normalize CLI add JSON (Python pmem or powermem-ts) to PowerMemAddResult[]. */ +export function normalizeAddOutput(raw: unknown): PowerMemAddResult[] { if (Array.isArray(raw)) { - return raw.map((r) => ({ - memory_id: Number((r as Record).id ?? (r as Record).memory_id ?? 0), - content: String((r as Record).memory ?? (r as Record).content ?? ""), - user_id: (r as Record).user_id as string | undefined, - agent_id: (r as Record).agent_id as string | undefined, - metadata: (r as Record).metadata as Record | undefined, - })); + return raw.map((r) => mapAddRow(r as Record)); } const obj = raw as Record; - const results = obj?.results ?? obj?.data; + const results = obj?.memories ?? obj?.results ?? obj?.data; if (Array.isArray(results)) { - return results.map((r: Record) => ({ - memory_id: Number(r.id ?? r.memory_id ?? 0), - content: String(r.memory ?? r.content ?? ""), - user_id: r.user_id as string | undefined, - agent_id: r.agent_id as string | undefined, - metadata: r.metadata as Record | undefined, - })); + return results.map((r: Record) => mapAddRow(r)); } return []; } -/** Normalize CLI search result to PowerMemSearchResult[]. */ -function normalizeSearchOutput(raw: unknown): PowerMemSearchResult[] { +/** Normalize CLI search JSON to PowerMemSearchResult[]. */ +export function normalizeSearchOutput(raw: unknown): PowerMemSearchResult[] { if (Array.isArray(raw)) { - return raw.map((r) => ({ - memory_id: Number((r as Record).memory_id ?? (r as Record).id ?? 0), - content: String((r as Record).content ?? (r as Record).memory ?? ""), - score: Number((r as Record).score ?? (r as Record).similarity ?? 0), - metadata: (r as Record).metadata as Record | undefined, - })); + return raw.map((r) => mapSearchRow(r as Record)); } const obj = raw as Record; const results = obj?.results ?? obj?.data ?? obj?.memories; if (Array.isArray(results)) { - return results.map((r: Record) => ({ - memory_id: Number(r.memory_id ?? r.id ?? 0), - content: String(r.content ?? r.memory ?? ""), - score: Number(r.score ?? r.similarity ?? 0), - metadata: r.metadata as Record | undefined, - })); + return results.map((r: Record) => mapSearchRow(r)); } return []; } @@ -90,6 +102,7 @@ export class PowerMemCLIClient { private readonly userId: string; private readonly agentId: string; private readonly buildProcessEnv?: () => Promise>; + private readonly timeoutMs: number; private injectPromise: Promise> | null = null; constructor(options: PowerMemCLIClientOptions) { @@ -98,6 +111,7 @@ export class PowerMemCLIClient { this.userId = options.userId; this.agentId = options.agentId; this.buildProcessEnv = options.buildProcessEnv; + this.timeoutMs = options.timeoutMs ?? 60000; } static fromConfig( @@ -109,11 +123,12 @@ export class PowerMemCLIClient { const raw = cfg.envFile?.trim(); const resolved = raw && existsSync(raw) ? raw : undefined; return new PowerMemCLIClient({ - pmemPath: cfg.pmemPath ?? "pmem", + pmemPath: resolvePmemExecutable(cfg.pmemPath ?? DEFAULT_PMEM_PATH), resolvedEnvFile: resolved, userId, agentId, buildProcessEnv: extras?.buildProcessEnv, + timeoutMs: cfg.requestTimeoutMs, }); } @@ -139,6 +154,7 @@ export class PowerMemCLIClient { encoding: "utf-8", maxBuffer: DEFAULT_MAX_BUFFER, env, + timeout: this.timeoutMs > 0 ? this.timeoutMs : undefined, }); return out; } catch (err) { @@ -155,7 +171,7 @@ export class PowerMemCLIClient { return this.resolvedEnvFile ? ["--env-file", this.resolvedEnvFile] : []; } - async health(): Promise<{ status: string }> { + async health(): Promise<{ status: string; error?: string }> { const argsList = [ ...this.envFileArgs(), "--json", @@ -172,8 +188,9 @@ export class PowerMemCLIClient { try { await this.run(argsList, "health"); return { status: "healthy" }; - } catch { - return { status: "unhealthy" }; + } catch (err) { + const msg = err instanceof Error ? err.message : String(err); + return { status: "unhealthy", error: msg }; } } diff --git a/src/client-v2.ts b/src/client-v2.ts new file mode 100644 index 0000000..8d565da --- /dev/null +++ b/src/client-v2.ts @@ -0,0 +1,300 @@ +/** + * PowerMem HTTP API v2 client. + * Uses /api/v2 endpoints and per-request config. + */ + +import type { PowerMemConfig } from "./config.js"; +import { fetchWithTimeout } from "./http.js"; +import type { PowerMemAddResult, PowerMemSearchResult } from "./client.js"; + +export type PowermemRequestConfig = Record; + +type ApiResponse = { + success: boolean; + data?: T; + message?: string; +}; + +export type PowerMemV2ClientOptions = { + baseUrl: string; + apiKey?: string; + userId?: string; + agentId?: string; + requestConfig?: PowermemRequestConfig; + timeoutMs?: number; +}; + +function buildUrl(baseUrl: string, path: string): string { + const base = baseUrl.replace(/\/+$/, ""); + const p = path.startsWith("/") ? path : `/${path}`; + return `${base}${p}`; +} + +function buildHeaders(apiKey?: string): Record { + const headers: Record = { + "Content-Type": "application/json", + }; + if (apiKey) { + headers["X-API-Key"] = apiKey; + } + return headers; +} + +async function handleResponse(res: Response, parseJson = true): Promise { + const text = await res.text(); + if (!res.ok) { + let message = `PowerMem API ${res.status}: ${res.statusText}`; + try { + const body = text ? JSON.parse(text) : null; + if (body?.message) message = body.message; + else if (body?.detail) { + message = Array.isArray(body.detail) + ? body.detail.map((d: { msg?: string }) => d.msg ?? String(d)).join("; ") + : String(body.detail); + } + } catch { + if (text) message = text.slice(0, 200); + } + throw new Error(message); + } + if (!parseJson) return undefined as T; + if (!text) return undefined as T; + return JSON.parse(text) as T; +} + +function normalizeMemoryId(value: unknown): string | number { + if (value === null || value === undefined) return ""; + const str = String(value); + return str.trim() !== "" ? str : ""; +} + +export class PowerMemV2Client { + private readonly baseUrl: string; + private readonly apiKey?: string; + private readonly userId: string; + private readonly agentId: string; + private readonly requestConfig?: PowermemRequestConfig; + private readonly timeoutMs: number; + + constructor(options: PowerMemV2ClientOptions) { + this.baseUrl = options.baseUrl.replace(/\/+$/, ""); + this.apiKey = options.apiKey; + this.userId = options.userId ?? "openclaw-user"; + this.agentId = options.agentId ?? "openclaw-agent"; + this.requestConfig = options.requestConfig; + this.timeoutMs = options.timeoutMs ?? 30000; + } + + static fromConfig(cfg: PowerMemConfig, userId: string, agentId: string): PowerMemV2Client { + return new PowerMemV2Client({ + baseUrl: cfg.baseUrl, + apiKey: cfg.apiKey, + userId, + agentId, + requestConfig: cfg.requestConfig, + timeoutMs: cfg.requestTimeoutMs, + }); + } + + /** Share-all or many rows can exceed default timeout; floor avoids AbortError masking as generic failure. */ + private static readonly shareRequestMinTimeoutMs = 180_000; + + private async request( + method: string, + path: string, + body?: unknown, + parseJson = true, + timeoutOverrideMs?: number, + ): Promise { + const url = buildUrl(this.baseUrl, path); + const effectiveMs = + typeof timeoutOverrideMs === "number" + ? timeoutOverrideMs + : this.timeoutMs; + const res = await fetchWithTimeout( + url, + { + method, + headers: buildHeaders(this.apiKey), + body: body !== undefined ? JSON.stringify(body) : undefined, + }, + effectiveMs, + ); + return handleResponse(res, parseJson); + } + + private buildConfigPayload(): { config?: PowermemRequestConfig } { + if (!this.requestConfig) return {}; + return { config: this.requestConfig }; + } + + /** GET /api/v2/system/health */ + async health(): Promise<{ status: string; error?: string }> { + try { + const data = await this.request>( + "GET", + "/api/v2/system/health", + undefined, + ); + return { status: data?.data?.status ?? "unknown" }; + } catch (err) { + const msg = err instanceof Error ? err.message : String(err); + return { status: "unhealthy", error: msg }; + } + } + + /** POST /api/v2/memories */ + async add( + content: string, + options: { infer?: boolean; metadata?: Record } = {}, + ): Promise { + const body = { + content, + user_id: this.userId, + agent_id: this.agentId, + infer: options.infer ?? true, + ...(options.metadata && { metadata: options.metadata }), + ...this.buildConfigPayload(), + }; + const res = await this.request>>>( + "POST", + "/api/v2/memories", + body, + ); + const rows = res?.data ?? []; + return rows.map((row) => ({ + memory_id: normalizeMemoryId(row.memory_id ?? row.id), + content: String(row.content ?? ""), + user_id: row.user_id as string | undefined, + agent_id: row.agent_id as string | undefined, + metadata: row.metadata as Record | undefined, + })); + } + + /** POST /api/v2/memories/search */ + async search(query: string, limit = 5): Promise { + const body = { + query, + user_id: this.userId, + agent_id: this.agentId, + limit, + ...this.buildConfigPayload(), + }; + const res = await this.request>( + "POST", + "/api/v2/memories/search", + body, + ); + const rows = res?.data?.results ?? []; + return rows.map((row) => ({ + ...row, + memory_id: normalizeMemoryId(row.memory_id), + })); + } + + /** POST /api/v2/memories/delete/{id} */ + async delete(memoryId: number | string): Promise { + const id = typeof memoryId === "string" ? memoryId : String(memoryId); + const body = { + user_id: this.userId, + agent_id: this.agentId, + ...this.buildConfigPayload(), + }; + await this.request( + "POST", + `/api/v2/memories/delete/${encodeURIComponent(id)}`, + body, + false, + ); + } + + /** POST /api/v2/agents/{agent_id}/memories */ + async agentMemoryAdd( + targetAgentId: string, + content: string, + ): Promise { + const body = { + content, + user_id: this.userId, + agent_id: this.agentId, + ...this.buildConfigPayload(), + }; + const res = await this.request>>( + "POST", + `/api/v2/agents/${encodeURIComponent(targetAgentId)}/memories`, + body, + ); + if (!res?.data) return null; + return { + memory_id: normalizeMemoryId(res.data.memory_id ?? res.data.id), + content: String(res.data.content ?? ""), + user_id: res.data.user_id as string | undefined, + agent_id: res.data.agent_id as string | undefined, + metadata: res.data.metadata as Record | undefined, + }; + } + + /** POST /api/v2/agents/{agent_id}/memories/list */ + async agentMemoryList( + targetAgentId: string, + limit = 20, + offset = 0, + ): Promise>> { + const body = { + limit, + offset, + ...this.buildConfigPayload(), + }; + const res = await this.request> }>>( + "POST", + `/api/v2/agents/${encodeURIComponent(targetAgentId)}/memories/list`, + body, + ); + return res?.data?.memories ?? []; + } + + /** POST /api/v2/agents/{agent_id}/memories/share */ + async agentMemoryShare( + fromAgentId: string, + targetAgentId: string, + memoryIds?: number[], + ): Promise<{ shared_count?: number }> { + const body = { + target_agent_id: targetAgentId, + ...(memoryIds && memoryIds.length > 0 ? { memory_ids: memoryIds } : {}), + ...this.buildConfigPayload(), + }; + const shareTimeout = Math.max( + this.timeoutMs, + PowerMemV2Client.shareRequestMinTimeoutMs, + ); + const res = await this.request>>( + "POST", + `/api/v2/agents/${encodeURIComponent(fromAgentId)}/memories/share`, + body, + true, + shareTimeout, + ); + return { shared_count: Number(res?.data?.shared_count ?? 0) }; + } + + /** POST /api/v2/agents/{agent_id}/memories/shared */ + async agentMemoryShared( + targetAgentId: string, + limit = 20, + offset = 0, + ): Promise>> { + const body = { + limit, + offset, + user_id: this.userId, + ...this.buildConfigPayload(), + }; + const res = await this.request> }>>( + "POST", + `/api/v2/agents/${encodeURIComponent(targetAgentId)}/memories/shared`, + body, + ); + return res?.data?.memories ?? []; + } +} diff --git a/client.ts b/src/client.ts similarity index 76% rename from client.ts rename to src/client.ts index 9eeddd9..83d92b9 100644 --- a/client.ts +++ b/src/client.ts @@ -4,16 +4,18 @@ */ import type { PowerMemConfig } from "./config.js"; +import { fetchWithTimeout } from "./http.js"; export type PowerMemSearchResult = { - memory_id: number; + /** String IDs are used by powermem-ts; HTTP API may return numeric ids. */ + memory_id: string | number; content: string; score: number; metadata?: Record; }; export type PowerMemAddResult = { - memory_id: number; + memory_id: string | number; content: string; user_id?: string; agent_id?: string; @@ -59,6 +61,7 @@ export type PowerMemClientOptions = { apiKey?: string; userId?: string; agentId?: string; + timeoutMs?: number; }; export class PowerMemClient { @@ -66,12 +69,14 @@ export class PowerMemClient { private readonly apiKey?: string; private readonly userId: string; private readonly agentId: string; + private readonly timeoutMs: number; constructor(options: PowerMemClientOptions) { this.baseUrl = options.baseUrl.replace(/\/+$/, ""); this.apiKey = options.apiKey; this.userId = options.userId ?? "openclaw-user"; this.agentId = options.agentId ?? "openclaw-agent"; + this.timeoutMs = options.timeoutMs ?? 30000; } static fromConfig(cfg: PowerMemConfig, userId: string, agentId: string): PowerMemClient { @@ -80,6 +85,7 @@ export class PowerMemClient { apiKey: cfg.apiKey, userId, agentId, + timeoutMs: cfg.requestTimeoutMs, }); } @@ -90,22 +96,27 @@ export class PowerMemClient { parseJson = true, ): Promise { const url = buildUrl(this.baseUrl, path); - const res = await fetch(url, { + const res = await fetchWithTimeout(url, { method, headers: buildHeaders(this.apiKey), body: body !== undefined ? JSON.stringify(body) : undefined, - }); + }, this.timeoutMs); return handleResponse(res, parseJson); } /** GET /api/v1/system/health */ - async health(): Promise<{ status: string }> { - const data = await this.request<{ data?: { status?: string } }>( - "GET", - "/api/v1/system/health", - undefined, - ); - return { status: data?.data?.status ?? "unknown" }; + async health(): Promise<{ status: string; error?: string }> { + try { + const data = await this.request<{ data?: { status?: string } }>( + "GET", + "/api/v1/system/health", + undefined, + ); + return { status: data?.data?.status ?? "unknown" }; + } catch (err) { + const msg = err instanceof Error ? err.message : String(err); + return { status: "unhealthy", error: msg }; + } } /** POST /api/v1/memories */ @@ -126,7 +137,13 @@ export class PowerMemClient { body, ); if (!res?.data) return []; - return res.data; + return res.data.map((row) => ({ + ...row, + memory_id: + row.memory_id !== undefined && row.memory_id !== null + ? String(row.memory_id) + : row.memory_id, + })); } /** POST /api/v1/memories/search */ @@ -141,7 +158,14 @@ export class PowerMemClient { success: boolean; data?: { results?: PowerMemSearchResult[] }; }>("POST", "/api/v1/memories/search", body); - return res?.data?.results ?? []; + const rows = res?.data?.results ?? []; + return rows.map((row) => ({ + ...row, + memory_id: + row.memory_id !== undefined && row.memory_id !== null + ? String(row.memory_id) + : row.memory_id, + })); } /** DELETE /api/v1/memories/:memory_id */ diff --git a/src/config.ts b/src/config.ts new file mode 100644 index 0000000..d03bc31 --- /dev/null +++ b/src/config.ts @@ -0,0 +1,393 @@ +/** + * PowerMem memory plugin configuration. + * Validates baseUrl, optional apiKey, and user/agent mapping. + */ + +import { homedir } from "node:os"; +import { join } from "node:path"; + +function assertAllowedKeys( + value: Record, + allowed: string[], + label: string, +) { + const unknown = Object.keys(value).filter((key) => !allowed.includes(key)); + if (unknown.length === 0) return; + throw new Error(`${label} has unknown keys: ${unknown.join(", ")}`); +} + +function resolveEnvVars(value: string): string { + return value.replace(/\$\{([^}]+)\}/g, (_, envVar) => { + const envValue = process.env[envVar]; + if (!envValue) { + throw new Error(`Environment variable ${envVar} is not set`); + } + return envValue; + }); +} + +export type PowerMemMode = "http" | "cli"; +export type PowerMemHttpApiVersion = "v1" | "v2"; + +export type PowerMemConfig = { + mode: PowerMemMode; + baseUrl: string; + apiKey?: string; + httpApiVersion?: PowerMemHttpApiVersion; + requestTimeoutMs?: number; + requestConfig?: Record; + /** CLI mode: path to .env (optional; pmem discovers if omitted). */ + envFile?: string; + /** + * CLI: how to run `pmem`. + * - `bundled` (default): prefer npm `powermem` next to this plugin; else `pmem` on PATH (e.g. Python). + * - `auto`: same resolution as `bundled`. + * - any other string: command name or absolute path to a `pmem` binary. + */ + pmemPath?: string; + /** + * When true (default), inject LLM/embedding from OpenClaw gateway config into `pmem` + * (overrides the same keys from an optional .env file). SQLite defaults live under the OpenClaw state dir. + */ + useOpenClawModel?: boolean; + userId?: string; + agentId?: string; + /** Max memories to return in recall / inject in auto-recall. Default 5. */ + recallLimit?: number; + /** Min score (0–1) for recall; memories below are filtered. Default 0. */ + recallScoreThreshold?: number; + /** Incremental write-ahead capture during conversations. */ + walCapture: boolean; + autoCapture: boolean; + autoRecall: boolean; + autoExperience: boolean; + experienceRecall: boolean; + inferOnAdd: boolean; + debugPerfLog?: boolean; + perfSlowMs?: number; + dualWrite?: boolean; + localDbPath?: string; + localUserId?: string; + localAgentId?: string; + syncOnResume?: boolean; + syncBatchSize?: number; + syncMinIntervalMs?: number; + syncBaseDelayMs?: number; + syncMaxDelayMs?: number; + syncMaxRetries?: number; + localVector?: { + enabled?: boolean; + provider?: string; + model?: string; + apiKey?: string; + baseUrl?: string; + headers?: Record; + extensionPath?: string; + }; +}; + +const DEFAULT_RECALL_LIMIT = 5; +const DEFAULT_RECALL_SCORE_THRESHOLD = 0; + +const ALLOWED_KEYS = [ + "mode", + "baseUrl", + "apiKey", + "httpApiVersion", + "requestTimeoutMs", + "requestConfig", + "envFile", + "pmemPath", + "useOpenClawModel", + "userId", + "agentId", + "recallLimit", + "recallScoreThreshold", + "walCapture", + "autoCapture", + "autoRecall", + "autoExperience", + "experienceRecall", + "inferOnAdd", + "debugPerfLog", + "perfSlowMs", + "dualWrite", + "localDbPath", + "localUserId", + "localAgentId", + "syncOnResume", + "syncBatchSize", + "syncMinIntervalMs", + "syncBaseDelayMs", + "syncMaxDelayMs", + "syncMaxRetries", + "localVector", +] as const; + +/** CLI `pmemPath` when omitted; npm `powermem` bundled with this plugin. */ +export const DEFAULT_PMEM_PATH = "bundled"; + +export const powerMemConfigSchema = { + parse(value: unknown): PowerMemConfig { + if (!value || typeof value !== "object" || Array.isArray(value)) { + throw new Error("memory-powermem config required"); + } + const cfg = value as Record; + assertAllowedKeys(cfg, [...ALLOWED_KEYS], "memory-powermem config"); + + const modeExplicit = + cfg.mode === "cli" || cfg.mode === "http" ? cfg.mode : undefined; + const baseUrlForInfer = + typeof cfg.baseUrl === "string" ? cfg.baseUrl.trim() : ""; + const mode = + modeExplicit ?? (baseUrlForInfer ? "http" : "cli"); + + let baseUrl = ""; + let apiKey: string | undefined; + if (mode === "http") { + const baseUrlRaw = cfg.baseUrl; + if (typeof baseUrlRaw !== "string" || !baseUrlRaw.trim()) { + throw new Error("memory-powermem baseUrl is required when mode is http"); + } + baseUrl = resolveEnvVars(baseUrlRaw.trim()).replace(/\/+$/, ""); + const apiKeyRaw = cfg.apiKey; + apiKey = + typeof apiKeyRaw === "string" && apiKeyRaw.trim() + ? resolveEnvVars(apiKeyRaw.trim()) + : undefined; + } + + const envFileRaw = cfg.envFile; + const envFile = + typeof envFileRaw === "string" && envFileRaw.trim() + ? envFileRaw.trim() + : undefined; + + const pmemPathRaw = cfg.pmemPath; + const pmemPath = + typeof pmemPathRaw === "string" && pmemPathRaw.trim() + ? pmemPathRaw.trim() + : DEFAULT_PMEM_PATH; + + const httpApiVersion = + cfg.httpApiVersion === "v2" ? "v2" : "v1"; + + const requestTimeoutMs = toPositiveInt(cfg.requestTimeoutMs, 30000, 0, 300000); + const requestConfig = + cfg.requestConfig && typeof cfg.requestConfig === "object" && !Array.isArray(cfg.requestConfig) + ? cfg.requestConfig as Record + : undefined; + + const localDbPathRaw = cfg.localDbPath; + const localDbPath = + typeof localDbPathRaw === "string" && localDbPathRaw.trim() + ? resolveEnvVars(localDbPathRaw.trim()) + : undefined; + const localVectorRaw = cfg.localVector; + const localVectorCandidate = + localVectorRaw && typeof localVectorRaw === "object" && !Array.isArray(localVectorRaw) + ? (localVectorRaw as Record) + : undefined; + const localVector = + localVectorCandidate + ? pruneUndefined({ + enabled: + typeof localVectorCandidate.enabled === "boolean" + ? localVectorCandidate.enabled + : undefined, + provider: + typeof localVectorCandidate.provider === "string" && + localVectorCandidate.provider.trim() + ? localVectorCandidate.provider.trim() + : undefined, + model: + typeof localVectorCandidate.model === "string" && localVectorCandidate.model.trim() + ? localVectorCandidate.model.trim() + : undefined, + apiKey: + typeof localVectorCandidate.apiKey === "string" && localVectorCandidate.apiKey.trim() + ? resolveEnvVars(localVectorCandidate.apiKey.trim()) + : undefined, + baseUrl: + typeof localVectorCandidate.baseUrl === "string" && + localVectorCandidate.baseUrl.trim() + ? resolveEnvVars(localVectorCandidate.baseUrl.trim()).replace(/\/+$/, "") + : undefined, + headers: parseHeaderMap(localVectorCandidate.headers), + extensionPath: + typeof localVectorCandidate.extensionPath === "string" && + localVectorCandidate.extensionPath.trim() + ? resolveEnvVars(localVectorCandidate.extensionPath.trim()) + : undefined, + }) + : undefined; + + const syncBatchSize = toPositiveInt(cfg.syncBatchSize, 50, 1, 500); + const syncMinIntervalMs = toPositiveInt(cfg.syncMinIntervalMs, 5000, 1000, 600000); + const syncBaseDelayMs = toPositiveInt(cfg.syncBaseDelayMs, 5000, 1000, 600000); + const syncMaxDelayMs = toPositiveInt(cfg.syncMaxDelayMs, 60000, 1000, 3600000); + const syncMaxRetries = toPositiveInt(cfg.syncMaxRetries, 10, 0, 100); + + return { + mode, + baseUrl, + apiKey, + httpApiVersion, + requestTimeoutMs, + requestConfig, + envFile, + pmemPath, + useOpenClawModel: cfg.useOpenClawModel !== false, + userId: + typeof cfg.userId === "string" && cfg.userId.trim() + ? cfg.userId.trim() + : undefined, + agentId: + typeof cfg.agentId === "string" && cfg.agentId.trim() + ? cfg.agentId.trim() + : undefined, + recallLimit: toRecallLimit(cfg.recallLimit), + recallScoreThreshold: toRecallScoreThreshold(cfg.recallScoreThreshold), + walCapture: cfg.walCapture !== false, + autoCapture: cfg.autoCapture !== false, + autoRecall: cfg.autoRecall !== false, + autoExperience: cfg.autoExperience !== false, + experienceRecall: cfg.experienceRecall !== false, + inferOnAdd: cfg.inferOnAdd !== false, + debugPerfLog: cfg.debugPerfLog === true, + perfSlowMs: toPositiveInt(cfg.perfSlowMs, 800, 1, 600000), + dualWrite: cfg.dualWrite === true, + localDbPath, + localUserId: + typeof cfg.localUserId === "string" && cfg.localUserId.trim() + ? cfg.localUserId.trim() + : undefined, + localAgentId: + typeof cfg.localAgentId === "string" && cfg.localAgentId.trim() + ? cfg.localAgentId.trim() + : undefined, + syncOnResume: cfg.syncOnResume !== false, + syncBatchSize, + syncMinIntervalMs, + syncBaseDelayMs, + syncMaxDelayMs, + syncMaxRetries, + localVector, + }; + }, +}; + +function toRecallLimit(v: unknown): number { + if (typeof v === "number" && Number.isFinite(v) && v >= 1) { + return Math.min(100, Math.floor(v)); + } + if (typeof v === "string" && /^\d+$/.test(v)) { + const n = parseInt(v, 10); + return n >= 1 ? Math.min(100, n) : DEFAULT_RECALL_LIMIT; + } + return DEFAULT_RECALL_LIMIT; +} + +function toRecallScoreThreshold(v: unknown): number { + if (typeof v === "number" && Number.isFinite(v)) { + return Math.max(0, Math.min(1, v)); + } + if (typeof v === "string" && v.trim() !== "") { + const n = Number(v); + if (Number.isFinite(n)) return Math.max(0, Math.min(1, n)); + } + return DEFAULT_RECALL_SCORE_THRESHOLD; +} + +function toPositiveInt( + v: unknown, + fallback: number, + min: number, + max: number, +): number { + if (typeof v === "number" && Number.isFinite(v)) { + const n = Math.floor(v); + return Math.min(max, Math.max(min, n)); + } + if (typeof v === "string" && v.trim() !== "") { + const n = Number(v); + if (Number.isFinite(n)) { + return Math.min(max, Math.max(min, Math.floor(n))); + } + } + return fallback; +} + +function parseHeaderMap(value: unknown): Record | undefined { + if (!value || typeof value !== "object" || Array.isArray(value)) { + return undefined; + } + const entries = Object.entries(value).filter(([, v]) => typeof v === "string"); + if (entries.length === 0) { + return undefined; + } + return Object.fromEntries( + entries.map(([key, val]) => [key, resolveEnvVars(String(val))]), + ) as Record; +} + +function pruneUndefined>(value: T): T | undefined { + const entries = Object.entries(value).filter(([, v]) => v !== undefined); + if (entries.length === 0) { + return undefined; + } + return Object.fromEntries(entries) as T; +} + +/** Default user/agent IDs when not configured (single-tenant style). */ +export const DEFAULT_USER_ID = "openclaw-user"; +export const DEFAULT_AGENT_ID = "openclaw-agent"; + +/** Canonical PowerMem `.env` path for consumer (CLI) setups; matches install.sh. */ +export function defaultConsumerPowermemEnvPath(): string { + return join(homedir(), ".openclaw", "powermem", "powermem.env"); +} + +/** + * Default plugin config when openclaw.json has no plugins.entries["memory-powermem"].config. + * Consumer default: CLI, no .env required — SQLite under OpenClaw state dir + LLM from OpenClaw `agents.defaults.model`. + * Optional: set `envFile` to merge a powermem .env under OpenClaw-derived vars. + * Enterprise / shared server: set `mode: "http"` and `baseUrl`. + */ +export const DEFAULT_PLUGIN_CONFIG: PowerMemConfig = { + mode: "cli", + baseUrl: "", + httpApiVersion: "v1", + requestTimeoutMs: 30000, + requestConfig: undefined, + envFile: undefined, + pmemPath: DEFAULT_PMEM_PATH, + useOpenClawModel: true, + walCapture: true, + autoCapture: true, + autoRecall: true, + autoExperience: true, + experienceRecall: true, + inferOnAdd: true, + debugPerfLog: false, + perfSlowMs: 800, + dualWrite: false, + localDbPath: undefined, + localUserId: undefined, + localAgentId: undefined, + syncOnResume: true, + syncBatchSize: 50, + syncMinIntervalMs: 5000, + syncBaseDelayMs: 5000, + syncMaxDelayMs: 60000, + syncMaxRetries: 10, + localVector: undefined, +}; + +export function resolveUserId(cfg: PowerMemConfig): string { + return cfg.userId ?? DEFAULT_USER_ID; +} + +export function resolveAgentId(cfg: PowerMemConfig): string { + return cfg.agentId ?? DEFAULT_AGENT_ID; +} diff --git a/src/dual-write-client.ts b/src/dual-write-client.ts new file mode 100644 index 0000000..6559e15 --- /dev/null +++ b/src/dual-write-client.ts @@ -0,0 +1,325 @@ +import type { PowerMemAddResult, PowerMemSearchResult } from "./client.js"; +import type { LocalEmbeddingFactory } from "./local-embedding.js"; +import { LocalSqliteStore } from "./local-sqlite.js"; + +export type RemoteClient = { + health: () => Promise<{ status: string; error?: string }>; + add: ( + content: string, + options?: { infer?: boolean; metadata?: Record }, + ) => Promise; + search: (query: string, limit?: number) => Promise; + delete: (memoryId: number | string) => Promise; + agentMemoryAdd?: ( + targetAgentId: string, + content: string, + ) => Promise; + agentMemoryList?: ( + targetAgentId: string, + limit?: number, + offset?: number, + ) => Promise>>; + agentMemoryShare?: ( + fromAgentId: string, + targetAgentId: string, + memoryIds?: number[], + ) => Promise<{ shared_count?: number }>; + agentMemoryShared?: ( + targetAgentId: string, + limit?: number, + offset?: number, + ) => Promise>>; +}; + +type Logger = { info?: (msg: string) => void; warn?: (msg: string) => void }; + +export type DualWriteOptions = { + localUserId: string; + localAgentId: string; + syncOnResume: boolean; + syncBatchSize: number; + syncMinIntervalMs: number; + syncBaseDelayMs: number; + syncMaxDelayMs: number; + syncMaxRetries: number; + embedding?: LocalEmbeddingFactory | null; + logger?: Logger; +}; + +export class DualWriteClient { + private remote: RemoteClient; + private local: LocalSqliteStore; + private localUserId: string; + private localAgentId: string; + private syncOnResume: boolean; + private syncBatchSize: number; + private syncMinIntervalMs: number; + private syncBaseDelayMs: number; + private syncMaxDelayMs: number; + private syncMaxRetries: number; + private embedding?: LocalEmbeddingFactory | null; + private logger?: Logger; + private pendingSyncInFlight = false; + private lastSyncAt = 0; + + constructor(remote: RemoteClient, local: LocalSqliteStore, options: DualWriteOptions) { + this.remote = remote; + this.local = local; + this.localUserId = options.localUserId; + this.localAgentId = options.localAgentId; + this.syncOnResume = options.syncOnResume; + this.syncBatchSize = options.syncBatchSize; + this.syncMinIntervalMs = options.syncMinIntervalMs; + this.syncBaseDelayMs = options.syncBaseDelayMs; + this.syncMaxDelayMs = options.syncMaxDelayMs; + this.syncMaxRetries = options.syncMaxRetries; + this.embedding = options.embedding ?? null; + this.logger = options.logger; + } + + private async upsertEmbedding(localId: number, content: string): Promise { + if (!this.embedding) return; + const provider = await this.embedding.get(); + if (!provider) return; + try { + const embedding = await provider.embed(content); + if (embedding.length === 0) return; + this.local.upsertEmbedding(localId, embedding); + } catch (err) { + this.logger?.warn?.(`dual-write: local embedding failed: ${String(err)}`); + } + } + + async health(): Promise<{ status: string; error?: string }> { + return this.remote.health(); + } + + async add( + content: string, + options: { infer?: boolean; metadata?: Record } = {}, + ): Promise { + try { + const created = await this.remote.add(content, options); + if (created.length > 0) { + for (const row of created) { + const remoteId = String(row.memory_id ?? ""); + if (remoteId) { + const localId = this.local.upsertRemoteMemory({ + remoteId, + content: row.content, + metadata: row.metadata ?? options.metadata, + userId: this.localUserId, + agentId: this.localAgentId, + }); + await this.upsertEmbedding(localId, row.content); + } + } + } + void this.syncPending("remote-add-success"); + return created; + } catch (err) { + const localId = this.local.addLocalMemory({ + content, + metadata: options.metadata, + userId: this.localUserId, + agentId: this.localAgentId, + }); + await this.upsertEmbedding(localId, content); + this.local.enqueuePending({ + localMemoryId: localId, + content, + metadata: options.metadata, + userId: this.localUserId, + agentId: this.localAgentId, + infer: options.infer ?? true, + }); + this.logger?.warn?.( + `dual-write: remote add failed, stored locally (id=${localId}): ${String(err)}`, + ); + return [ + { + memory_id: String(localId), + content, + user_id: this.localUserId, + agent_id: this.localAgentId, + metadata: options.metadata, + }, + ]; + } + } + + async search(query: string, limit = 5): Promise { + try { + const results = await this.remote.search(query, limit); + if (results.length > 0) { + for (const row of results) { + const remoteId = String(row.memory_id ?? ""); + if (!remoteId) continue; + const localId = this.local.upsertRemoteMemory({ + remoteId, + content: row.content, + metadata: row.metadata, + userId: this.localUserId, + agentId: this.localAgentId, + }); + // Do not await: local embed can be slow or fail (e.g. fetch to embedding API); + // serial await here blocks before_agent_start / autoRecall for minutes. + void this.upsertEmbedding(localId, row.content); + } + } + void this.syncPending("remote-search-success"); + return results; + } catch (err) { + this.logger?.warn?.(`dual-write: remote search failed, fallback to local: ${String(err)}`); + const provider = await this.embedding?.get(); + if (provider) { + try { + const embedding = await provider.embed(query); + const vectorRows = this.local.searchVector({ + embedding, + limit, + userId: this.localUserId, + agentId: this.localAgentId, + }); + if (vectorRows.length > 0) { + return vectorRows.map((row) => ({ + memory_id: row.remote_id ?? String(row.id), + content: row.content, + score: row.score, + metadata: row.metadata, + })); + } + } catch (embedErr) { + this.logger?.warn?.(`dual-write: local vector search failed: ${String(embedErr)}`); + } + } + const rows = this.local.search({ + query, + limit, + userId: this.localUserId, + agentId: this.localAgentId, + }); + return rows.map((row) => ({ + memory_id: row.remote_id ?? String(row.id), + content: row.content, + score: row.score, + metadata: row.metadata, + })); + } + } + + async delete(memoryId: number | string): Promise { + const id = typeof memoryId === "string" ? memoryId : String(memoryId); + try { + await this.remote.delete(memoryId); + this.local.deleteByRemoteId(id); + return; + } catch (err) { + this.logger?.warn?.(`dual-write: remote delete failed, try local: ${String(err)}`); + const localId = Number(id); + if (Number.isFinite(localId)) { + this.local.deleteByLocalId(localId); + } else { + this.local.deleteByRemoteId(id); + } + } + } + + async agentMemoryAdd( + targetAgentId: string, + content: string, + ): Promise { + if (!this.remote.agentMemoryAdd) { + throw new Error("agent memory APIs require http v2 backend"); + } + return this.remote.agentMemoryAdd(targetAgentId, content); + } + + async agentMemoryList( + targetAgentId: string, + limit = 20, + offset = 0, + ): Promise>> { + if (!this.remote.agentMemoryList) { + throw new Error("agent memory APIs require http v2 backend"); + } + return this.remote.agentMemoryList(targetAgentId, limit, offset); + } + + async agentMemoryShare( + fromAgentId: string, + targetAgentId: string, + memoryIds?: number[], + ): Promise<{ shared_count?: number }> { + if (!this.remote.agentMemoryShare) { + throw new Error("agent memory APIs require http v2 backend"); + } + return this.remote.agentMemoryShare(fromAgentId, targetAgentId, memoryIds); + } + + async agentMemoryShared( + targetAgentId: string, + limit = 20, + offset = 0, + ): Promise>> { + if (!this.remote.agentMemoryShared) { + throw new Error("agent memory APIs require http v2 backend"); + } + return this.remote.agentMemoryShared(targetAgentId, limit, offset); + } + + async syncPending(trigger: string): Promise { + if (!this.syncOnResume) return; + const now = Date.now(); + if (now - this.lastSyncAt < this.syncMinIntervalMs) return; + if (this.pendingSyncInFlight) return; + const pending = this.local.listPending(this.syncBatchSize, true); + if (pending.length === 0) return; + this.lastSyncAt = now; + this.pendingSyncInFlight = true; + this.logger?.info?.(`dual-write: ${trigger}, syncing ${pending.length} pending writes`); + const synced: number[] = []; + try { + for (const row of pending) { + if (this.syncMaxRetries > 0 && row.retries >= this.syncMaxRetries) { + const reason = row.last_error ? `, reason=${row.last_error}` : ""; + this.logger?.warn?.( + `dual-write: skip pending id=${row.id}, retries=${row.retries}${reason}`, + ); + continue; + } + try { + const created = await this.remote.add(row.content, { + infer: row.infer, + metadata: row.metadata, + }); + if (created.length === 1 && row.local_memory_id) { + const remoteId = String(created[0].memory_id ?? ""); + if (remoteId) { + this.local.updateRemoteId(row.local_memory_id, remoteId); + } + } + synced.push(row.id); + } catch (err) { + const delay = Math.min( + this.syncMaxDelayMs, + this.syncBaseDelayMs * Math.pow(2, row.retries), + ); + const nextRetryAt = new Date(Date.now() + delay).toISOString(); + const reasonRaw = err instanceof Error ? err.message : String(err); + const reason = reasonRaw.slice(0, 500); + this.local.scheduleRetries([row.id], nextRetryAt, reason); + this.logger?.warn?.( + `dual-write: pending id=${row.id} retry scheduled at ${nextRetryAt}, reason=${reason}`, + ); + break; + } + } + if (synced.length > 0) { + this.local.removePending(synced); + } + } finally { + this.pendingSyncInFlight = false; + } + } +} diff --git a/src/http.ts b/src/http.ts new file mode 100644 index 0000000..f47c779 --- /dev/null +++ b/src/http.ts @@ -0,0 +1,18 @@ +export async function fetchWithTimeout( + url: string, + options: RequestInit, + timeoutMs?: number, +): Promise { + const timeout = typeof timeoutMs === "number" ? timeoutMs : 0; + if (!timeout || timeout <= 0) { + return fetch(url, options); + } + + const controller = new AbortController(); + const timer = setTimeout(() => controller.abort(), timeout); + try { + return await fetch(url, { ...options, signal: controller.signal }); + } finally { + clearTimeout(timer); + } +} diff --git a/src/index.ts b/src/index.ts new file mode 100644 index 0000000..a06cd21 --- /dev/null +++ b/src/index.ts @@ -0,0 +1,1878 @@ +/** + * OpenClaw Memory (PowerMem) Plugin + * + * Long-term memory via PowerMem: intelligent extraction, Ebbinghaus + * forgetting curve, multi-agent isolation. Supports two backends: + * - CLI (default): runs pmem locally; SQLite + LLM from OpenClaw state / agents.defaults.model (optional .env). + * - HTTP: powermem-server (e.g. --port 8000) for shared / enterprise setups. + */ + +import { Type } from "@sinclair/typebox"; +import type { + OpenClawPluginApi, + OpenClawPluginCliContext, +} from "openclaw/plugin-sdk/memory-core"; +import type { OpenClawPluginServiceContext } from "openclaw/plugin-sdk"; + +import { + powerMemConfigSchema, + DEFAULT_PLUGIN_CONFIG, + DEFAULT_PMEM_PATH, + type PowerMemConfig, +} from "./config.js"; +import { randomUUID } from "node:crypto"; +import { mkdirSync, readFileSync, writeFileSync } from "node:fs"; +import { homedir } from "node:os"; +import { dirname, join } from "node:path"; + +import { PowerMemClient, type PowerMemSearchResult } from "./client.js"; +import { PowerMemV2Client } from "./client-v2.js"; +import { PowerMemCLIClient } from "./client-cli.js"; +import { DualWriteClient } from "./dual-write-client.js"; +import { createLocalEmbeddingFactory } from "./local-embedding.js"; +import { LocalSqliteStore } from "./local-sqlite.js"; +import { callLlm } from "./llm.js"; +import { WalSession, walCapture as walCaptureCore } from "./wal.js"; +import { + buildDefaultSqlitePowermemEnv, + buildPowermemCliProcessEnv, +} from "./openclaw-powermem-env.js"; +import { resolvePmemExecutable } from "./resolve-powermem-cli.js"; + +type GatewayApi = OpenClawPluginApi & { + config?: unknown; + runtime?: { + state?: { resolveStateDir?: (env?: NodeJS.ProcessEnv) => string }; + modelAuth?: { + resolveApiKeyForProvider?: (params: { + provider: string; + cfg?: unknown; + }) => Promise<{ apiKey?: string }>; + }; + }; +}; + +type Logger = { info?: (msg: string) => void; warn?: (msg: string) => void }; + +function resolveOpenClawStateDir(api: GatewayApi): string { + const fn = api.runtime?.state?.resolveStateDir; + if (typeof fn === "function") { + try { + return fn(process.env); + } catch { + /* ignore */ + } + } + return join(homedir(), ".openclaw"); +} + +function normalizeId(value: unknown): string | undefined { + if (typeof value !== "string") return undefined; + const trimmed = value.trim(); + if (!trimmed) return undefined; + if (trimmed.toLowerCase() === "auto") return undefined; + return trimmed; +} + +function resolveIdentityIds( + cfg: PowerMemConfig, + stateDir: string, + logger: Logger, +): { userId: string; agentId: string } { + const baseDir = join(stateDir, "powermem"); + const identityPath = join(baseDir, "identity.json"); + let stored: { userId?: string; agentId?: string } = {}; + try { + const raw = readFileSync(identityPath, "utf-8"); + const parsed = JSON.parse(raw); + if (parsed && typeof parsed === "object") { + stored = parsed as { userId?: string; agentId?: string }; + } + } catch { + // ignore missing or invalid file + } + + const userId = normalizeId(cfg.userId) ?? normalizeId(stored.userId) ?? `user-${randomUUID()}`; + const agentId = + normalizeId(cfg.agentId) ?? normalizeId(stored.agentId) ?? `agent-${randomUUID()}`; + + if (userId !== stored.userId || agentId !== stored.agentId) { + try { + mkdirSync(baseDir, { recursive: true }); + writeFileSync(identityPath, JSON.stringify({ userId, agentId }, null, 2), "utf-8"); + } catch (err) { + logger.warn?.(`memory-powermem: failed to persist identity: ${String(err)}`); + } + } + + return { userId, agentId }; +} + +type AgentIdentity = { userId: string; agentId: string }; + +function loadAgentIdentityMap( + identityPath: string, + logger: Logger, +): Map { + const map = new Map(); + try { + const raw = readFileSync(identityPath, "utf-8"); + const parsed = JSON.parse(raw) as Record; + if (parsed && typeof parsed === "object") { + for (const [agentId, identity] of Object.entries(parsed)) { + if ( + identity && + typeof identity === "object" && + typeof identity.userId === "string" && + typeof identity.agentId === "string" + ) { + map.set(agentId, { userId: identity.userId, agentId: identity.agentId }); + } + } + } + } catch (err) { + if (String(err).includes("ENOENT")) { + return map; + } + logger.warn?.(`memory-powermem: failed to load agent identity map: ${String(err)}`); + } + return map; +} + +function saveAgentIdentityMap( + identityPath: string, + map: Map, + logger: Logger, +): void { + try { + const dir = dirname(identityPath); + mkdirSync(dir, { recursive: true }); + const payload: Record = {}; + for (const [agentId, identity] of map.entries()) { + payload[agentId] = identity; + } + writeFileSync(identityPath, JSON.stringify(payload, null, 2), "utf-8"); + } catch (err) { + logger.warn?.(`memory-powermem: failed to save agent identity map: ${String(err)}`); + } +} + +type MemoryClient = { + health: () => Promise<{ status: string; error?: string }>; + add: ( + content: string, + options?: { infer?: boolean; metadata?: Record }, + ) => Promise }>>; + search: (query: string, limit?: number) => Promise; + delete: (memoryId: number | string) => Promise; +}; + +type AgentMemoryClient = { + agentMemoryAdd?: ( + targetAgentId: string, + content: string, + ) => Promise<{ memory_id: string | number; content: string } | null>; + agentMemoryList?: ( + targetAgentId: string, + limit?: number, + offset?: number, + ) => Promise>>; + agentMemoryShare?: ( + fromAgentId: string, + targetAgentId: string, + memoryIds?: number[], + ) => Promise<{ shared_count?: number }>; + agentMemoryShared?: ( + targetAgentId: string, + limit?: number, + offset?: number, + ) => Promise>>; +}; + +type CrossScopeIdentity = { + userId: string; + agentId: string; +}; + +type ToolContext = { agentId?: string } | undefined; + +function resolveLocalDbPath(cfg: PowerMemConfig, stateDir: string): string { + if (cfg.localDbPath && cfg.localDbPath.trim()) return cfg.localDbPath.trim(); + return join(stateDir, "powermem", "local-memories.sqlite"); +} + +// ============================================================================ +// Plugin Definition +// ============================================================================ + +const memoryPlugin = { + id: "memory-powermem", + name: "Memory (PowerMem)", + description: + "PowerMem-backed long-term memory (intelligent extraction, forgetting curve). Default: local CLI (npm powermem / TS, or pmem on PATH); optional HTTP server for shared deployments.", + kind: "memory" as const, + configSchema: powerMemConfigSchema, + + register(api: OpenClawPluginApi) { + const gw = api as GatewayApi; + const raw = api.pluginConfig; + const toParse = + raw && + typeof raw === "object" && + !Array.isArray(raw) && + Object.keys(raw).length > 0 + ? { ...DEFAULT_PLUGIN_CONFIG, ...raw } + : DEFAULT_PLUGIN_CONFIG; + const cfg = powerMemConfigSchema.parse(toParse) as PowerMemConfig; + const perfEnabled = cfg.debugPerfLog === true; + const perfSlowMs = Math.max(1, cfg.perfSlowMs ?? 800); + const perfNow = () => Date.now(); + const perfLog = (stage: string, startAt: number, extra?: Record) => { + if (!perfEnabled) return; + const elapsedMs = perfNow() - startAt; + if (elapsedMs < perfSlowMs) return; + const detail = + extra && Object.keys(extra).length > 0 ? ` ${JSON.stringify(extra)}` : ""; + api.logger.info(`memory-powermem: perf ${stage} ${elapsedMs}ms${detail}`); + }; + const stateDir = resolveOpenClawStateDir(gw); + const { userId, agentId } = resolveIdentityIds(cfg, stateDir, api.logger); + const buildProcessEnv = + cfg.mode === "cli" + ? cfg.useOpenClawModel !== false + ? () => + buildPowermemCliProcessEnv({ + openclawConfig: gw.config, + stateDir, + resolveProviderAuth: async (provider) => { + const fn = gw.runtime?.modelAuth?.resolveApiKeyForProvider; + if (typeof fn !== "function") return {}; + try { + return await fn({ provider, cfg: gw.config }); + } catch { + return {}; + } + }, + warn: (m) => api.logger.warn(m), + }) + : () => Promise.resolve(buildDefaultSqlitePowermemEnv(stateDir)) + : undefined; + + const defaultIdentity: AgentIdentity = { userId, agentId }; + const agentIdentityPath = join(stateDir, "powermem", "agent-identities.json"); + const agentIdentityMap = loadAgentIdentityMap(agentIdentityPath, api.logger); + let defaultIdentityBound = agentIdentityMap.size > 0; + + const resolveAgentIdentity = (ctxAgentId?: string): AgentIdentity => { + if (!ctxAgentId) return defaultIdentity; + const cached = agentIdentityMap.get(ctxAgentId); + if (cached) return cached; + const identity = defaultIdentityBound + ? { userId: `user-${randomUUID()}`, agentId: `agent-${randomUUID()}` } + : defaultIdentity; + defaultIdentityBound = true; + agentIdentityMap.set(ctxAgentId, identity); + saveAgentIdentityMap(agentIdentityPath, agentIdentityMap, api.logger); + return identity; + }; + + const resolveLocalIdentity = (identity: AgentIdentity): AgentIdentity => ({ + userId: cfg.localUserId ?? identity.userId, + agentId: cfg.localAgentId ?? identity.agentId, + }); + + const localStore = cfg.dualWrite + ? new LocalSqliteStore(resolveLocalDbPath(cfg, stateDir), { + logger: api.logger, + vector: { + enabled: cfg.localVector?.enabled ?? (cfg.dualWrite === true), + extensionPath: cfg.localVector?.extensionPath, + }, + }) + : null; + + const embeddingFactoryCache = new Map | null>(); + const getLocalEmbeddingFactory = (ctxAgentId?: string) => { + if (!cfg.dualWrite) return null; + const key = ctxAgentId ?? "__default__"; + if (embeddingFactoryCache.has(key)) { + return embeddingFactoryCache.get(key) ?? null; + } + const localEmbedding = createLocalEmbeddingFactory({ + api: gw, + cfg, + agentId: ctxAgentId ?? agentId, + logger: api.logger, + }); + embeddingFactoryCache.set(key, localEmbedding); + return localEmbedding; + }; + + const clientCache = new Map(); + const walSession = new WalSession(); + let inFlightAutoCapture = 0; + let inFlightAutoExperience = 0; + + const buildHttpClient = (identity: AgentIdentity) => + cfg.httpApiVersion === "v2" + ? PowerMemV2Client.fromConfig(cfg, identity.userId, identity.agentId) + : PowerMemClient.fromConfig(cfg, identity.userId, identity.agentId); + + const createClientForIdentity = (identity: AgentIdentity, ctxAgentId?: string) => { + if (cfg.mode === "cli") { + return PowerMemCLIClient.fromConfig(cfg, identity.userId, identity.agentId, { + buildProcessEnv, + }) as MemoryClient; + } + + const httpClient = buildHttpClient(identity); + if (cfg.dualWrite && localStore) { + const localIdentity = resolveLocalIdentity(identity); + const localEmbedding = getLocalEmbeddingFactory(ctxAgentId); + return new DualWriteClient(httpClient, localStore, { + localUserId: localIdentity.userId, + localAgentId: localIdentity.agentId, + syncOnResume: cfg.syncOnResume !== false, + syncBatchSize: cfg.syncBatchSize ?? 50, + syncMinIntervalMs: cfg.syncMinIntervalMs ?? 5000, + syncBaseDelayMs: cfg.syncBaseDelayMs ?? 5000, + syncMaxDelayMs: cfg.syncMaxDelayMs ?? 60000, + syncMaxRetries: cfg.syncMaxRetries ?? 10, + embedding: localEmbedding, + logger: api.logger, + }) as MemoryClient & AgentMemoryClient; + } + + return httpClient as MemoryClient & AgentMemoryClient; + }; + + const getClientForAgent = (ctxAgentId?: string) => { + const key = ctxAgentId ?? "__default__"; + const cached = clientCache.get(key); + if (cached) return cached; + const identity = resolveAgentIdentity(ctxAgentId); + const created = createClientForIdentity(identity, ctxAgentId); + clientCache.set(key, created); + return created; + }; + + function dedupeSearchResults(items: PowerMemSearchResult[]): PowerMemSearchResult[] { + const deduped = new Map(); + for (const item of items) { + const keyBase = + item.memory_id !== undefined && item.memory_id !== null + ? String(item.memory_id) + : item.content; + const key = keyBase.trim() ? keyBase : item.content; + const existing = deduped.get(key); + if (!existing || (existing.score ?? 0) < (item.score ?? 0)) { + deduped.set(key, item); + } + } + return Array.from(deduped.values()).sort((a, b) => (b.score ?? 0) - (a.score ?? 0)); + } + + async function mergeSearchWithSharedInbox( + agentClient: MemoryClient & AgentMemoryClient, + ctxAgentId: string | undefined, + query: string, + primary: PowerMemSearchResult[], + requestLimit: number, + perfStagePrefix: string, + ): Promise<{ merged: PowerMemSearchResult[]; sharedFetched: number }> { + let merged: PowerMemSearchResult[] = [...primary]; + let sharedFetched = 0; + + if (agentClient.agentMemoryShared) { + const targetAgentId = resolveAgentIdentity(ctxAgentId).agentId; + try { + const sharedStartedAt = perfNow(); + const sharedRows = await agentClient.agentMemoryShared(targetAgentId, requestLimit, 0); + perfLog(`${perfStagePrefix}.shared_fetch`, sharedStartedAt, { + agent: targetAgentId, + requestLimit, + sharedRowCount: sharedRows.length, + }); + const normalizedQuery = query.trim().toLowerCase(); + const sharedAsSearch: PowerMemSearchResult[] = []; + for (let idx = 0; idx < sharedRows.length; idx++) { + const record = sharedRows[idx] as Record; + const rawText = record.content ?? record.memory; + const content = + typeof rawText === "string" ? rawText.trim() : String(rawText ?? "").trim(); + if (!content) continue; + const rawMetadata = record.metadata; + const metadata = + rawMetadata && typeof rawMetadata === "object" && !Array.isArray(rawMetadata) + ? ({ ...(rawMetadata as Record) } as Record) + : {}; + metadata.shared = true; + metadata.source = "shared"; + const id = record.memory_id ?? record.id ?? `shared-${idx}`; + const hasQueryHit = + normalizedQuery.length > 0 && content.toLowerCase().includes(normalizedQuery); + const score = hasQueryHit ? 0.92 : 0.55; + sharedAsSearch.push({ + memory_id: String(id), + content, + score, + metadata, + }); + } + sharedFetched = sharedAsSearch.length; + merged = merged.concat(sharedAsSearch); + } catch (err) { + api.logger.warn(`memory-powermem: shared recall fallback failed: ${String(err)}`); + } + } + + return { merged: dedupeSearchResults(merged), sharedFetched }; + } + + const client = getClientForAgent(); + if (cfg.dualWrite && "syncPending" in client) { + void (client as DualWriteClient).syncPending("startup"); + } + const resolvedPmem = + cfg.mode === "cli" ? resolvePmemExecutable(cfg.pmemPath ?? DEFAULT_PMEM_PATH) : ""; + const modeLabel = + cfg.mode === "cli" + ? `cli (${resolvedPmem})` + : `${cfg.baseUrl}${cfg.httpApiVersion === "v2" ? " (v2)" : ""}${cfg.dualWrite ? " + sqlite" : ""}`; + + api.logger.info( + `memory-powermem: plugin registered (mode: ${cfg.mode}, ${modeLabel}, user: ${userId}, agent: ${agentId})`, + ); + if (perfEnabled) { + api.logger.info(`memory-powermem: perf logging enabled (slow >= ${perfSlowMs}ms)`); + } + + // ======================================================================== + // Tools + // ======================================================================== + + api.registerTool( + (ctx: ToolContext) => ({ + name: "memory_recall", + label: "Memory Recall", + description: + "Search through long-term memories. Use when you need context about user preferences, past decisions, or previously discussed topics.", + parameters: Type.Object({ + query: Type.String({ description: "Search query" }), + limit: Type.Optional( + Type.Number({ description: "Max results (default: plugin recallLimit)" }), + ), + scoreThreshold: Type.Optional( + Type.Number({ description: "Min score 0–1 to include (default: plugin recallScoreThreshold)" }), + ), + }), + async execute(_toolCallId: string, params: Record) { + const recallStartedAt = perfNow(); + const agentClient = getClientForAgent(ctx?.agentId) as MemoryClient & AgentMemoryClient; + const limit = + typeof (params as { limit?: number }).limit === "number" + ? Math.max(1, Math.min(100, Math.floor((params as { limit: number }).limit))) + : cfg.recallLimit ?? 5; + const scoreThreshold = + typeof (params as { scoreThreshold?: number }).scoreThreshold === "number" + ? Math.max(0, Math.min(1, (params as { scoreThreshold: number }).scoreThreshold)) + : (cfg.recallScoreThreshold ?? 0); + const query = String((params as { query?: string }).query ?? ""); + + try { + const requestLimit = Math.min(100, Math.max(limit * 2, limit + 10)); + const primaryStartedAt = perfNow(); + const primary = await agentClient.search(query, requestLimit); + perfLog("memory_recall.search", primaryStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + queryLen: query.length, + requestLimit, + resultCount: primary.length, + }); + const { merged, sharedFetched } = await mergeSearchWithSharedInbox( + agentClient, + ctx?.agentId, + query, + primary, + requestLimit, + "memory_recall", + ); + + const results = merged + .filter((r) => (r.score ?? 0) >= scoreThreshold) + .slice(0, limit); + perfLog("memory_recall.total", recallStartedAt, { + queryLen: query.length, + limit, + primaryCount: primary.length, + sharedCount: sharedFetched, + finalCount: results.length, + }); + + if (results.length === 0) { + return { + content: [{ type: "text", text: "No relevant memories found." }], + details: { count: 0, primaryCount: primary.length, sharedCount: sharedFetched }, + }; + } + + const text = results + .map( + (r, i) => { + const source = + r.metadata && typeof r.metadata === "object" && (r.metadata as Record).shared + ? "shared" + : "owned"; + return `${i + 1}. [${source}] ${r.content} (${((r.score ?? 0) * 100).toFixed(0)}%)`; + }, + ) + .join("\n"); + + const sanitizedResults = results.map((r) => ({ + id: String(r.memory_id), + text: r.content, + score: r.score, + source: + r.metadata && typeof r.metadata === "object" && (r.metadata as Record).shared + ? "shared" + : "owned", + })); + + return { + content: [ + { type: "text", text: `Found ${results.length} memories:\n\n${text}` }, + ], + details: { + count: results.length, + primaryCount: primary.length, + sharedCount: sharedFetched, + memories: sanitizedResults, + }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: recall failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Memory search failed: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } + }, + }), + { name: "memory_recall" }, + ); + + api.registerTool( + (ctx: ToolContext) => ({ + name: "memory_store", + label: "Memory Store", + description: + "Save important information in long-term memory. Use for preferences, facts, decisions.", + parameters: Type.Object({ + text: Type.String({ description: "Information to remember" }), + importance: Type.Optional( + Type.Number({ description: "Importance 0-1 (default: 0.7)" }), + ), + }), + async execute(_toolCallId: string, params: Record) { + const storeStartedAt = perfNow(); + const agentClient = getClientForAgent(ctx?.agentId); + const { text, importance = 0.7 } = params as { + text: string; + importance?: number; + }; + + try { + const addStartedAt = perfNow(); + const created = await agentClient.add(text, { + infer: cfg.inferOnAdd, + metadata: { importance }, + }); + perfLog("memory_store.add", addStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + textLen: text.length, + infer: cfg.inferOnAdd, + createdCount: created.length, + }); + + if (created.length === 0) { + return { + content: [{ type: "text", text: "Stored (no inferred items)." }], + details: { action: "created" }, + }; + } + + const summary = + created.length === 1 + ? created[0].content.slice(0, 80) + : `${created.length} items stored`; + return { + content: [ + { type: "text", text: `Stored: ${summary}${summary.length >= 80 ? "..." : ""}` }, + ], + details: { + action: "created", + count: created.length, + ids: created.map((c) => String(c.memory_id)), + }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: store failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Failed to store memory: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } finally { + perfLog("memory_store.total", storeStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + textLen: text.length, + }); + } + }, + }), + { name: "memory_store" }, + ); + + api.registerTool( + (ctx: ToolContext) => ({ + name: "memory_forget", + label: "Memory Forget", + description: "Delete specific memories. GDPR-compliant.", + parameters: Type.Object({ + query: Type.Optional(Type.String({ description: "Search to find memory" })), + memoryId: Type.Optional(Type.String({ description: "Specific memory ID" })), + }), + async execute(_toolCallId: string, params: Record) { + const forgetStartedAt = perfNow(); + const agentClient = getClientForAgent(ctx?.agentId); + const { query, memoryId } = params as { query?: string; memoryId?: string }; + + try { + if (memoryId) { + const deleteStartedAt = perfNow(); + await agentClient.delete(memoryId); + perfLog("memory_forget.delete_by_id", deleteStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + memoryId, + }); + return { + content: [{ type: "text", text: `Memory ${memoryId} forgotten.` }], + details: { action: "deleted", id: memoryId }, + }; + } + + if (query) { + const searchStartedAt = perfNow(); + const results = await agentClient.search(query, 5); + perfLog("memory_forget.search", searchStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + queryLen: query.length, + candidateCount: results.length, + }); + if (results.length === 0) { + return { + content: [{ type: "text", text: "No matching memories found." }], + details: { found: 0 }, + }; + } + if (results.length === 1 && (results[0].score ?? 0) > 0.9) { + const deleteTopStartedAt = perfNow(); + await agentClient.delete(results[0].memory_id); + perfLog("memory_forget.delete_top_hit", deleteTopStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + memoryId: String(results[0].memory_id), + score: results[0].score, + }); + return { + content: [ + { + type: "text", + text: `Forgotten: "${results[0].content.slice(0, 60)}..."`, + }, + ], + details: { action: "deleted", id: String(results[0].memory_id) }, + }; + } + const list = results + .map( + (r) => + `- [${String(r.memory_id).slice(0, 8)}] ${r.content.slice(0, 60)}...`, + ) + .join("\n"); + return { + content: [ + { + type: "text", + text: `Found ${results.length} candidates. Specify memoryId:\n${list}`, + }, + ], + details: { + action: "candidates", + candidates: results.map((r) => ({ + id: String(r.memory_id), + text: r.content, + score: r.score, + })), + }, + }; + } + + return { + content: [{ type: "text", text: "Provide query or memoryId." }], + details: { error: "missing_param" }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: forget failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Failed to forget: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } finally { + perfLog("memory_forget.total", forgetStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + hasQuery: Boolean(query), + hasMemoryId: Boolean(memoryId), + }); + } + }, + }), + { name: "memory_forget" }, + ); + + api.registerTool( + (ctx: ToolContext) => ({ + name: "experience_store", + label: "Experience Store", + description: "Store a procedural experience or lesson learned.", + parameters: Type.Object({ + text: Type.String({ description: "Experience content" }), + importance: Type.Optional( + Type.Number({ description: "Importance 0-1 (default: 0.7)" }), + ), + tags: Type.Optional(Type.Array(Type.String(), { description: "Optional tags" })), + }), + async execute(_toolCallId: string, params: Record) { + const expStoreStartedAt = perfNow(); + const agentClient = getClientForAgent(ctx?.agentId); + const { text, importance = 0.7, tags } = params as { + text: string; + importance?: number; + tags?: string[]; + }; + try { + const addStartedAt = perfNow(); + const created = await agentClient.add(text, { + infer: false, + metadata: { type: "experience", importance, tags }, + }); + perfLog("experience_store.add", addStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + textLen: text.length, + createdCount: created.length, + }); + const id = created[0]?.memory_id ? String(created[0].memory_id) : "unknown"; + return { + content: [{ type: "text", text: `Experience stored (id: ${id}).` }], + details: { action: "created", id }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: experience_store failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Failed to store experience: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } finally { + perfLog("experience_store.total", expStoreStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + textLen: text.length, + }); + } + }, + }), + { name: "experience_store" }, + ); + + api.registerTool( + (ctx: ToolContext) => ({ + name: "experience_recall", + label: "Experience Recall", + description: "Search stored experiences for procedural guidance.", + parameters: Type.Object({ + query: Type.String({ description: "Search query" }), + limit: Type.Optional( + Type.Number({ description: "Max results (default: plugin recallLimit)" }), + ), + scoreThreshold: Type.Optional( + Type.Number({ description: "Min score 0–1 to include (default: plugin recallScoreThreshold)" }), + ), + }), + async execute(_toolCallId: string, params: Record) { + const agentClient = getClientForAgent(ctx?.agentId); + const limit = + typeof (params as { limit?: number }).limit === "number" + ? Math.max(1, Math.min(100, Math.floor((params as { limit: number }).limit))) + : cfg.recallLimit ?? 5; + const scoreThreshold = + typeof (params as { scoreThreshold?: number }).scoreThreshold === "number" + ? Math.max(0, Math.min(1, (params as { scoreThreshold: number }).scoreThreshold)) + : (cfg.recallScoreThreshold ?? 0); + const query = String((params as { query?: string }).query ?? ""); + + try { + const requestLimit = Math.min(100, Math.max(limit * 2, limit + 10)); + const raw = await agentClient.search(query, requestLimit); + const { experiences } = splitExperiences(raw); + const results = experiences + .filter((r) => (r.score ?? 0) >= scoreThreshold) + .slice(0, limit); + + if (results.length === 0) { + return { + content: [{ type: "text", text: "No relevant experiences found." }], + details: { count: 0 }, + }; + } + + const text = results + .map( + (r, i) => + `${i + 1}. ${r.content} (${((r.score ?? 0) * 100).toFixed(0)}%)`, + ) + .join("\n"); + + return { + content: [ + { type: "text", text: `Found ${results.length} experiences:\n\n${text}` }, + ], + details: { count: results.length }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: experience_recall failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Experience search failed: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } + }, + }), + { name: "experience_recall" }, + ); + + if (cfg.httpApiVersion === "v2") { + const createScopedV2Client = (identity: CrossScopeIdentity) => + new PowerMemV2Client({ + baseUrl: cfg.baseUrl, + apiKey: cfg.apiKey, + userId: identity.userId, + agentId: identity.agentId, + requestConfig: cfg.requestConfig, + timeoutMs: cfg.requestTimeoutMs, + }); + + api.registerTool( + (ctx: ToolContext) => ({ + name: "agent_memory_add", + label: "Agent Memory Add", + description: "Add memory to a target agent's memory pool (v2 only).", + parameters: Type.Object({ + agentId: Type.String({ description: "Target agent ID" }), + text: Type.String({ description: "Memory content" }), + }), + async execute(_toolCallId: string, params: Record) { + const agentClient = getClientForAgent(ctx?.agentId) as AgentMemoryClient; + if (!agentClient.agentMemoryAdd) { + return { + content: [{ type: "text", text: "Agent memory add not available in this mode." }], + details: { error: "unsupported" }, + }; + } + const { agentId, text } = params as { agentId: string; text: string }; + try { + const record = await agentClient.agentMemoryAdd(agentId, text); + const id = record?.memory_id ? String(record.memory_id) : "unknown"; + return { + content: [{ type: "text", text: `Agent memory stored (id: ${id}).` }], + details: { action: "created", id }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: agent_memory_add failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Failed to add agent memory: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } + }, + }), + { name: "agent_memory_add" }, + ); + + api.registerTool( + (ctx: ToolContext) => ({ + name: "agent_memory_share", + label: "Agent Memory Share", + description: + "Share memories from one agent to another (v2 only). Omitting memoryIds shares ALL memories for the source agent (can be slow); pass memoryIds to share only specific rows and avoid timeouts.", + parameters: Type.Object({ + fromAgentId: Type.Optional(Type.String({ description: "Source agent ID (default: current)" })), + targetAgentId: Type.String({ description: "Target agent ID" }), + memoryIds: Type.Optional( + Type.Array(Type.Number(), { + description: + "Numeric memory IDs to share. Strongly recommended when sharing one or a few memories; omit only for full export (may take minutes).", + }), + ), + }), + async execute(_toolCallId: string, params: Record) { + const agentClient = getClientForAgent(ctx?.agentId) as AgentMemoryClient; + if (!agentClient.agentMemoryShare) { + return { + content: [{ type: "text", text: "Agent memory share not available in this mode." }], + details: { error: "unsupported" }, + }; + } + const { fromAgentId, targetAgentId, memoryIds } = params as { + fromAgentId?: string; + targetAgentId: string; + memoryIds?: number[]; + }; + const currentSource = resolveAgentIdentity(ctx?.agentId).agentId; + if (fromAgentId && fromAgentId !== currentSource) { + return { + content: [ + { + type: "text", + text: + "fromAgentId does not match the current agent identity. " + + "Leave fromAgentId empty to use current agent automatically.", + }, + ], + details: { + error: "from_agent_mismatch", + currentAgentId: currentSource, + }, + }; + } + const source = fromAgentId ?? currentSource; + try { + const result = await agentClient.agentMemoryShare(source, targetAgentId, memoryIds); + const shared = result?.shared_count ?? 0; + return { + content: [ + { type: "text", text: `Shared ${shared} memories to agent ${targetAgentId}.` }, + ], + details: { shared }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: agent_memory_share failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Failed to share agent memories: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } + }, + }), + { name: "agent_memory_share" }, + ); + + api.registerTool( + (_ctx: ToolContext) => ({ + name: "cross_scope_share", + label: "Cross Scope Share", + description: + "Share memories across arbitrary userId/agentId scopes by copying matched memories.", + parameters: Type.Object({ + fromUserId: Type.String({ description: "Source user ID" }), + fromAgentId: Type.String({ description: "Source agent ID" }), + toUserId: Type.String({ description: "Target user ID" }), + toAgentId: Type.String({ description: "Target agent ID" }), + query: Type.String({ description: "Search query in source scope" }), + limit: Type.Optional( + Type.Number({ description: "Max memories to copy (default: 20, range: 1-100)" }), + ), + scoreThreshold: Type.Optional( + Type.Number({ description: "Min score 0-1 to include (default: plugin recallScoreThreshold)" }), + ), + inferOnTarget: Type.Optional( + Type.Boolean({ description: "Whether target writes should infer memory extraction (default: false)" }), + ), + }), + async execute(_toolCallId: string, params: Record) { + const { + fromUserId, + fromAgentId, + toUserId, + toAgentId, + query, + limit = 20, + scoreThreshold, + inferOnTarget = false, + } = params as { + fromUserId: string; + fromAgentId: string; + toUserId: string; + toAgentId: string; + query: string; + limit?: number; + scoreThreshold?: number; + inferOnTarget?: boolean; + }; + + const srcUser = fromUserId?.trim(); + const srcAgent = fromAgentId?.trim(); + const dstUser = toUserId?.trim(); + const dstAgent = toAgentId?.trim(); + const q = query?.trim(); + if (!srcUser || !srcAgent || !dstUser || !dstAgent) { + return { + content: [{ type: "text", text: "fromUserId/fromAgentId/toUserId/toAgentId are required." }], + details: { error: "missing_identity" }, + }; + } + if (!q) { + return { + content: [{ type: "text", text: "query is required for cross_scope_share." }], + details: { error: "missing_query" }, + }; + } + + const boundedLimit = Math.max(1, Math.min(100, Math.floor(limit))); + const threshold = + typeof scoreThreshold === "number" + ? Math.max(0, Math.min(1, scoreThreshold)) + : (cfg.recallScoreThreshold ?? 0); + + const sourceIdentity: CrossScopeIdentity = { userId: srcUser, agentId: srcAgent }; + const targetIdentity: CrossScopeIdentity = { userId: dstUser, agentId: dstAgent }; + const sourceClient = createScopedV2Client(sourceIdentity); + const targetClient = createScopedV2Client(targetIdentity); + + try { + const requestLimit = Math.min(100, Math.max(boundedLimit * 2, boundedLimit + 10)); + const sourceRows = await sourceClient.search(q, requestLimit); + const selected = sourceRows + .filter((row) => (row.score ?? 0) >= threshold) + .slice(0, boundedLimit); + + if (selected.length === 0) { + return { + content: [{ type: "text", text: "No source memories matched for cross-scope sharing." }], + details: { copied: 0, scanned: sourceRows.length }, + }; + } + + let copied = 0; + const copiedIds: string[] = []; + const sharedAt = new Date().toISOString(); + for (const row of selected) { + const metadata = { + ...(row.metadata ?? {}), + shared_via: "cross_scope_share", + shared_at: sharedAt, + shared_from_user_id: sourceIdentity.userId, + shared_from_agent_id: sourceIdentity.agentId, + shared_from_memory_id: String(row.memory_id), + }; + const created = await targetClient.add(row.content, { + infer: inferOnTarget, + metadata, + }); + copied += created.length; + for (const item of created) { + copiedIds.push(String(item.memory_id)); + } + } + + return { + content: [ + { + type: "text", + text: + `Cross-scope share completed: copied ${copied} memories ` + + `from ${sourceIdentity.userId}/${sourceIdentity.agentId} ` + + `to ${targetIdentity.userId}/${targetIdentity.agentId}.`, + }, + ], + details: { + copied, + requestedLimit: boundedLimit, + selected: selected.length, + source: sourceIdentity, + target: targetIdentity, + copiedIds, + }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: cross_scope_share failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Failed to share across scopes: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } + }, + }), + { name: "cross_scope_share" }, + ); + + api.registerTool( + (ctx: ToolContext) => ({ + name: "agent_memory_list", + label: "Agent Memory List", + description: + "List memories **owned by** an agent (v2 only). Omit agentId to list **this bot's** own memories.", + parameters: Type.Object({ + agentId: Type.Optional( + Type.String({ + description: + "Which agent's vault to list (PowerMem agentId). Omit = current OpenClaw agent.", + }), + ), + limit: Type.Optional(Type.Number({ description: "Max results (default: 20)" })), + offset: Type.Optional(Type.Number({ description: "Offset (default: 0)" })), + }), + async execute(_toolCallId: string, params: Record) { + const agentClient = getClientForAgent(ctx?.agentId) as AgentMemoryClient; + if (!agentClient.agentMemoryList) { + return { + content: [{ type: "text", text: "Agent memory list not available in this mode." }], + details: { error: "unsupported" }, + }; + } + const currentAgentId = resolveAgentIdentity(ctx?.agentId).agentId; + const requested = (params as { agentId?: string }).agentId?.trim(); + const targetAgentId = + requested && requested.length > 0 ? requested : currentAgentId; + const { limit = 20, offset = 0 } = params as { + limit?: number; + offset?: number; + }; + if (!targetAgentId) { + return { + content: [ + { + type: "text", + text: "Cannot list agent memories: no agentId (configure memory-powermem agentId or pass agentId).", + }, + ], + details: { error: "missing_agent_id" }, + }; + } + try { + const rows = await agentClient.agentMemoryList(targetAgentId, limit, offset); + const list = rows ?? []; + const text = list + .map( + (row, idx) => + `${idx + 1}. ${String((row.content ?? row.memory) as string).slice(0, 80)}`, + ) + .join("\n"); + return { + content: [ + { type: "text", text: list.length ? text : "No agent memories found." }, + ], + details: { count: list.length }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: agent_memory_list failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Failed to list agent memories: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } + }, + }), + { name: "agent_memory_list" }, + ); + + api.registerTool( + (ctx: ToolContext) => ({ + name: "agent_memory_shared", + label: "Agent Memory Shared", + description: + "List memories **shared to** an agent (inbound, v2 only). Pass the **receiver** agent id — usually **this bot's** PowerMem agentId. You can omit agentId to use the current OpenClaw agent automatically (not userId).", + parameters: Type.Object({ + agentId: Type.Optional( + Type.String({ + description: + "Receiver agent id (PowerMem agentId of **this** bot). Omit = current session agent.", + }), + ), + limit: Type.Optional(Type.Number({ description: "Max results (default: 20)" })), + offset: Type.Optional(Type.Number({ description: "Offset (default: 0)" })), + }), + async execute(_toolCallId: string, params: Record) { + const agentClient = getClientForAgent(ctx?.agentId) as AgentMemoryClient; + if (!agentClient.agentMemoryShared) { + return { + content: [{ type: "text", text: "Agent memory shared not available in this mode." }], + details: { error: "unsupported" }, + }; + } + const currentAgentId = resolveAgentIdentity(ctx?.agentId).agentId; + const requested = (params as { agentId?: string }).agentId?.trim(); + const targetAgentId = + requested && requested.length > 0 ? requested : currentAgentId; + const { limit = 20, offset = 0 } = params as { + limit?: number; + offset?: number; + }; + if (!targetAgentId) { + return { + content: [ + { + type: "text", + text: "Cannot list shared memories: no agentId (configure memory-powermem agentId or pass agentId).", + }, + ], + details: { error: "missing_agent_id" }, + }; + } + try { + const rows = await agentClient.agentMemoryShared(targetAgentId, limit, offset); + const list = rows ?? []; + const text = list + .map( + (row, idx) => + `${idx + 1}. ${String((row.content ?? row.memory) as string).slice(0, 80)}`, + ) + .join("\n"); + return { + content: [ + { type: "text", text: list.length ? text : "No shared memories found." }, + ], + details: { count: list.length }, + }; + } catch (err) { + api.logger.warn(`memory-powermem: agent_memory_shared failed: ${String(err)}`); + return { + content: [ + { + type: "text", + text: `Failed to list shared memories: ${err instanceof Error ? err.message : String(err)}`, + }, + ], + details: { error: String(err) }, + }; + } + }, + }), + { name: "agent_memory_shared" }, + ); + } + + // ======================================================================== + // CLI Commands + // ======================================================================== + + api.registerCli( + ({ program }: OpenClawPluginCliContext) => { + const ltm = program + .command("ltm") + .description("PowerMem long-term memory plugin commands"); + + ltm + .command("search") + .description("Search memories") + .argument("", "Search query") + .option("--limit ", "Max results", "5") + .option("--score-threshold ", "Min score (0-1) to keep") + .action(async (...args: unknown[]) => { + const cliSearchStartedAt = perfNow(); + const query = String(args[0] ?? ""); + const opts = (args[1] ?? {}) as { limit?: string; scoreThreshold?: string }; + const limit = parseInt(opts.limit ?? "5", 10); + const rawThreshold = opts.scoreThreshold?.trim(); + const threshold = + rawThreshold && Number.isFinite(Number(rawThreshold)) + ? Math.max(0, Math.min(1, Number(rawThreshold))) + : undefined; + const searchStartedAt = perfNow(); + const results = await client.search(query, limit); + const filtered = + threshold === undefined + ? results + : results.filter((r) => (r.score ?? 0) >= threshold); + perfLog("cli.ltm.search", cliSearchStartedAt, { + queryLen: query.length, + limit, + threshold: threshold ?? null, + resultCount: results.length, + filteredCount: filtered.length, + upstreamMs: perfNow() - searchStartedAt, + }); + console.log(JSON.stringify(filtered, null, 2)); + }); + + ltm + .command("health") + .description("Check PowerMem server health") + .action(async () => { + const cliHealthStartedAt = perfNow(); + try { + const healthStartedAt = perfNow(); + const h = await client.health(); + perfLog("cli.ltm.health", cliHealthStartedAt, { + status: h.status, + upstreamMs: perfNow() - healthStartedAt, + }); + console.log("PowerMem:", h.status); + if (h.status !== "healthy" && "error" in h && h.error) { + console.error(h.error); + } + } catch (err) { + console.error("PowerMem health check failed:", err); + process.exitCode = 1; + } finally { + perfLog("cli.ltm.health.total", cliHealthStartedAt); + } + }); + + ltm + .command("add") + .description("Manually add a memory (for testing or one-off storage)") + .argument("", "Content to store") + .action(async (...args: unknown[]) => { + const cliAddStartedAt = perfNow(); + const text = String(args[0] ?? ""); + try { + const addStartedAt = perfNow(); + const created = await client.add(text.trim(), { infer: cfg.inferOnAdd }); + perfLog("cli.ltm.add", cliAddStartedAt, { + textLen: text.trim().length, + infer: cfg.inferOnAdd, + createdCount: created.length, + upstreamMs: perfNow() - addStartedAt, + }); + if (created.length === 0) { + console.log("Stored (no inferred items)."); + } else { + console.log(`Stored ${created.length} item(s):`, created.map((c) => c.memory_id)); + } + } catch (err) { + console.error("PowerMem add failed:", err); + process.exitCode = 1; + } finally { + perfLog("cli.ltm.add.total", cliAddStartedAt, { textLen: text.trim().length }); + } + }); + }, + { commands: ["ltm"] }, + ); + + // ======================================================================== + // Lifecycle Hooks + // ======================================================================== + + const MEMORY_RECALL_GUIDANCE = + "## Long-term memory (PowerMem)\n" + + "When answering about past events, user preferences, people, or anything the user may have told you before: use the memory_recall tool to search long-term memory first, or use any already injected in this turn.\n" + + "When you need procedural guidance or lessons learned, consider experience_recall or if available.\n"; + + function lastUserMessageText(messages: unknown[] | undefined): string { + if (!Array.isArray(messages) || messages.length === 0) return ""; + for (let i = messages.length - 1; i >= 0; i--) { + const msg = messages[i]; + if (!msg || typeof msg !== "object") continue; + const role = (msg as Record).role; + if (role !== "user") continue; + const content = (msg as Record).content; + if (typeof content === "string" && content.trim().length >= 5) return content.trim(); + if (Array.isArray(content)) { + for (const block of content) { + if ( + block && + typeof block === "object" && + (block as Record).type === "text" && + typeof (block as Record).text === "string" + ) { + const t = String((block as Record).text).trim(); + if (t.length >= 5) return t; + } + } + } + } + return ""; + } + + function extractText(content: unknown): string { + if (typeof content === "string") return content; + if (Array.isArray(content)) { + return content + .filter( + (block) => + block && + typeof block === "object" && + (block as Record).type === "text" && + typeof (block as Record).text === "string", + ) + .map((block) => String((block as Record).text)) + .join("\n"); + } + return ""; + } + + function extractToolNames(messages: unknown[]): string[] { + const names = new Set(); + for (const msg of messages) { + if (!msg || typeof msg !== "object") continue; + const msgObj = msg as Record; + const role = msgObj.role; + if (role === "tool" || role === "toolResult") { + const toolName = msgObj.name ?? msgObj.toolName; + if (typeof toolName === "string" && toolName.trim()) { + names.add(toolName.trim()); + } + } + const content = msgObj.content; + if (Array.isArray(content)) { + for (const block of content) { + if (!block || typeof block !== "object") continue; + const blockObj = block as Record; + const type = blockObj.type; + if ((type === "tool_use" || type === "toolCall") && typeof blockObj.name === "string") { + names.add(blockObj.name); + } + } + } + } + return Array.from(names); + } + + function lastRoleText(messages: unknown[], role: string): string { + for (let i = messages.length - 1; i >= 0; i--) { + const msg = messages[i]; + if (!msg || typeof msg !== "object") continue; + const msgObj = msg as Record; + if (msgObj.role !== role) continue; + const text = extractText(msgObj.content); + if (text.trim()) return text.trim(); + } + return ""; + } + + const EXPERIENCE_SYSTEM_PROMPT = + "You are extracting durable procedural experiences from an agent session.\n" + + "Return a JSON array of 1-3 concise experience statements. Each item should be actionable guidance\n" + + "that can help future tasks. Avoid sensitive data, greetings, or boilerplate.\n" + + "Output ONLY valid JSON array of strings, no extra text."; + + function buildExperiencePrompt(messages: unknown[]): string { + const recent = Array.isArray(messages) + ? messages.filter((m) => m && typeof m === "object").slice(-12) + : []; + const lines = recent + .map((msg) => { + const obj = msg as Record; + const role = typeof obj.role === "string" ? obj.role : "unknown"; + const text = extractText(obj.content).slice(0, 800); + if (!text.trim()) return ""; + return `${role}: ${text}`; + }) + .filter(Boolean); + return lines.join("\n"); + } + + function parseExperienceList(raw: string | null): string[] { + if (!raw) return []; + const trimmed = raw.trim(); + if (!trimmed) return []; + try { + const parsed = JSON.parse(trimmed); + if (Array.isArray(parsed)) { + return parsed + .filter((item) => typeof item === "string") + .map((item) => item.trim()) + .filter((item) => item.length >= 20); + } + } catch { + // fall through + } + return trimmed + .split("\n") + .map((line) => line.replace(/^[-*\d.\s]+/, "").trim()) + .filter((line) => line.length >= 20); + } + + async function extractExperiencesWithLlm(messages: unknown[]): Promise { + const prompt = buildExperiencePrompt(messages); + if (!prompt.trim()) return []; + const reply = await callLlm(api, prompt, { + systemPrompt: EXPERIENCE_SYSTEM_PROMPT, + maxTokens: 512, + temperature: 0.2, + }); + const list = parseExperienceList(reply).slice(0, 3); + return list; + } + + function splitExperiences(results: PowerMemSearchResult[]): { + memories: PowerMemSearchResult[]; + experiences: PowerMemSearchResult[]; + } { + const memories: PowerMemSearchResult[] = []; + const experiences: PowerMemSearchResult[] = []; + for (const r of results) { + const meta = r.metadata ?? {}; + const kind = typeof meta.type === "string" ? meta.type : ""; + if (kind === "experience") experiences.push(r); + else memories.push(r); + } + return { memories, experiences }; + } + + async function walCapture(prompt: string, sessionKey: string, ctxAgentId?: string): Promise { + const agentClient = getClientForAgent(ctxAgentId); + await walCaptureCore(prompt, sessionKey, walSession, { + callLlm: (p, opts) => callLlm(api, p, opts), + store: async (content, metadata) => { + const created = await agentClient.add(content, { infer: false, metadata }); + const id = created[0]?.memory_id; + return { id }; + }, + logger: api.logger, + }); + } + + if (cfg.autoRecall) { + api.on("before_agent_start", async (...args: unknown[]) => { + const autoRecallStartedAt = perfNow(); + const [event, ctx] = args as [unknown, ToolContext]; + const agentClient = getClientForAgent(ctx?.agentId) as MemoryClient & AgentMemoryClient; + const e = event as { prompt: string; messages?: unknown[] }; + const query = + (typeof e.prompt === "string" && e.prompt.trim().length >= 5 + ? e.prompt.trim() + : lastUserMessageText(e.messages)) || ""; + if (query.length < 5) { + return { prependSystemContext: MEMORY_RECALL_GUIDANCE }; + } + + const recallLimit = Math.max(1, Math.min(100, cfg.recallLimit ?? 5)); + const scoreThreshold = Math.max(0, Math.min(1, cfg.recallScoreThreshold ?? 0)); + + try { + const requestLimit = Math.min(100, Math.max(recallLimit * 2, recallLimit + 10)); + const searchStartedAt = perfNow(); + const primary = await agentClient.search(query, requestLimit); + perfLog("autoRecall.search", searchStartedAt, { + agent: resolveAgentIdentity(ctx?.agentId).agentId, + queryLen: query.length, + requestLimit, + resultCount: primary.length, + }); + const { merged: recallMerged, sharedFetched } = await mergeSearchWithSharedInbox( + agentClient, + ctx?.agentId, + query, + primary, + requestLimit, + "autoRecall", + ); + const { memories, experiences } = splitExperiences(recallMerged); + const memoryResults = memories + .filter((r) => (r.score ?? 0) >= scoreThreshold) + .slice(0, recallLimit); + const experienceResults = cfg.experienceRecall + ? experiences.filter((r) => (r.score ?? 0) >= scoreThreshold).slice(0, recallLimit) + : []; + + const memoryContext = + memoryResults.length > 0 + ? memoryResults.map((r) => `- ${r.content}`).join("\n") + : ""; + const experienceContext = + experienceResults.length > 0 + ? experienceResults.map((r) => `- ${r.content}`).join("\n") + : ""; + + const contexts: string[] = []; + if (memoryContext) { + contexts.push( + `\nThe following memories may be relevant to this conversation:\n${memoryContext}\n`, + ); + } + if (experienceContext) { + contexts.push( + `\nThe following experiences may be relevant to this conversation:\n${experienceContext}\n`, + ); + } + + if (memoryResults.length > 0 || experienceResults.length > 0) { + api.logger.info( + `memory-powermem: injecting ${memoryResults.length} memories and ${experienceResults.length} experiences into context`, + ); + } + perfLog("autoRecall.total", autoRecallStartedAt, { + queryLen: query.length, + memoryCount: memoryResults.length, + experienceCount: experienceResults.length, + sharedCount: sharedFetched, + }); + + return { + prependSystemContext: MEMORY_RECALL_GUIDANCE, + ...(contexts.length > 0 ? { prependContext: contexts.join("\n\n") } : {}), + }; + } catch (err) { + api.logger.warn(`memory-powermem: recall failed: ${String(err)}`); + return { prependSystemContext: MEMORY_RECALL_GUIDANCE }; + } + }); + } + + if (cfg.walCapture) { + api.on("before_agent_start", async (...args: unknown[]) => { + const [event, ctx] = args as [unknown, ToolContext & { sessionKey?: string }]; + const e = event as { prompt?: string; messages?: unknown[] }; + const prompt = + typeof e.prompt === "string" && e.prompt.trim().length >= 5 + ? e.prompt.trim() + : lastUserMessageText(e.messages); + if (!prompt) return; + const sessionKey = ctx?.sessionKey ?? "fallback"; + walCapture(prompt, sessionKey, ctx?.agentId).catch((err) => { + api.logger.warn(`memory-powermem: wal capture failed: ${String(err)}`); + }); + }); + } + + if (cfg.autoCapture) { + api.on("agent_end", (...args: unknown[]) => { + const [event, ctx] = args as [unknown, ToolContext]; + const e = event as { messages: unknown[]; success: boolean; error?: string }; + if (!e.success || !e.messages || e.messages.length === 0) { + return; + } + const messages = e.messages; + const agentId = ctx?.agentId; + + void (async () => { + const autoCaptureStartedAt = perfNow(); + inFlightAutoCapture += 1; + try { + const agentClient = getClientForAgent(agentId); + const texts: string[] = []; + for (const msg of messages) { + if (!msg || typeof msg !== "object") continue; + const msgObj = msg as Record; + const role = msgObj.role; + if (role !== "user" && role !== "assistant") continue; + const content = msgObj.content; + if (typeof content === "string") { + texts.push(content); + continue; + } + if (Array.isArray(content)) { + for (const block of content) { + if ( + block && + typeof block === "object" && + "type" in block && + (block as Record).type === "text" && + "text" in block && + typeof (block as Record).text === "string" + ) { + texts.push((block as Record).text as string); + } + } + } + } + + const MIN_LEN = 10; + const MAX_CHUNK_LEN = 6000; + const MAX_CHUNKS_PER_SESSION = 3; + const sanitized = texts + .filter((t): t is string => typeof t === "string" && t.trim().length >= MIN_LEN) + .map((t) => t.trim()) + .filter( + (t) => + !t.includes("") && + !(t.startsWith("<") && t.includes("= MAX_CHUNKS_PER_SESSION) break; + chunks.push(combined.slice(i, i + MAX_CHUNK_LEN)); + } + + let stored = 0; + for (const chunk of chunks) { + const addStartedAt = perfNow(); + const created = await agentClient.add(chunk, { infer: cfg.inferOnAdd }); + perfLog("autoCapture.add_chunk", addStartedAt, { + agent: resolveAgentIdentity(agentId).agentId, + chunkLen: chunk.length, + createdCount: created.length, + inFlightAutoCapture, + }); + stored += created.length; + } + if (stored > 0) { + api.logger.info( + `memory-powermem: auto-captured ${stored} memories from conversation`, + ); + } + perfLog("autoCapture.total", autoCaptureStartedAt, { + agent: resolveAgentIdentity(agentId).agentId, + inputMessageCount: messages.length, + chunkCount: chunks.length, + stored, + inFlightAutoCapture, + }); + } catch (err) { + api.logger.warn(`memory-powermem: capture failed: ${String(err)}`); + } finally { + inFlightAutoCapture = Math.max(0, inFlightAutoCapture - 1); + } + })(); + }); + } + + if (cfg.autoExperience) { + api.on("agent_end", (...args: unknown[]) => { + const [event, ctx] = args as [unknown, ToolContext]; + const e = event as { messages: unknown[]; success: boolean; error?: string }; + if (!e.success || !e.messages || e.messages.length === 0) { + return; + } + const messages = e.messages; + const agentId = ctx?.agentId; + + void (async () => { + const autoExperienceStartedAt = perfNow(); + inFlightAutoExperience += 1; + try { + const agentClient = getClientForAgent(agentId); + const tools = extractToolNames(messages); + const extractStartedAt = perfNow(); + const experiences = await extractExperiencesWithLlm(messages); + perfLog("autoExperience.extract_llm", extractStartedAt, { + agent: resolveAgentIdentity(agentId).agentId, + messageCount: messages.length, + toolCount: tools.length, + experienceCount: experiences.length, + inFlightAutoExperience, + }); + if (experiences.length === 0) return; + for (const exp of experiences) { + const addStartedAt = perfNow(); + await agentClient.add(exp, { + infer: false, + metadata: { + type: "experience", + source: "auto", + tools, + }, + }); + perfLog("autoExperience.add", addStartedAt, { + agent: resolveAgentIdentity(agentId).agentId, + experienceLen: exp.length, + inFlightAutoExperience, + }); + } + api.logger.info(`memory-powermem: auto-experience stored (${experiences.length})`); + perfLog("autoExperience.total", autoExperienceStartedAt, { + agent: resolveAgentIdentity(agentId).agentId, + messageCount: messages.length, + stored: experiences.length, + inFlightAutoExperience, + }); + } catch (err) { + api.logger.warn(`memory-powermem: auto-experience failed: ${String(err)}`); + } finally { + inFlightAutoExperience = Math.max(0, inFlightAutoExperience - 1); + } + })(); + }); + } + + if (cfg.walCapture) { + api.on("session_end", (...args: unknown[]) => { + const [, ctx] = args as [unknown, ToolContext & { sessionKey?: string }]; + const key = ctx?.sessionKey ?? "fallback"; + walSession.clear(key); + }); + } + + // ======================================================================== + // Service + // ======================================================================== + + api.registerService({ + id: "memory-powermem", + start: async (_ctx: OpenClawPluginServiceContext) => { + try { + const h = await client.health(); + const where = + cfg.mode === "cli" + ? `cli ${resolvePmemExecutable(cfg.pmemPath ?? DEFAULT_PMEM_PATH)}` + : cfg.baseUrl; + const detail = + h.status !== "healthy" && "error" in h && h.error ? `: ${h.error}` : ""; + api.logger.info( + `memory-powermem: initialized (${where}, health: ${h.status}${detail})`, + ); + } catch (err) { + const hint = + cfg.mode === "cli" + ? "is npm powermem installed (plugin dependencies)? Or set pmemPath to auto / a Python venv pmem. Check agents.defaults.model + keys, or envFile." + : "is PowerMem server running?"; + api.logger.warn( + `memory-powermem: health check failed (${hint}): ${String(err)}`, + ); + } + }, + stop: (_ctx: OpenClawPluginServiceContext) => { + api.logger.info("memory-powermem: stopped"); + }, + }); + }, +}; + +export default memoryPlugin; diff --git a/src/llm.ts b/src/llm.ts new file mode 100644 index 0000000..9b82ff4 --- /dev/null +++ b/src/llm.ts @@ -0,0 +1,207 @@ +import { + completeSimple, + getEnvApiKey, + getModel, + type Api, + type Model, +} from "@mariozechner/pi-ai"; +import type { OpenClawPluginApi } from "openclaw/plugin-sdk"; + +const API_REMAP: Record = { + ollama: "openai-completions", +}; + +function resolveCompatBaseUrl(originalApi: string, baseUrl: string | undefined): string | undefined { + if (originalApi === "ollama") { + const base = (baseUrl ?? "http://localhost:11434").replace(/\/+$/, ""); + return base.endsWith("/v1") ? base : `${base}/v1`; + } + return baseUrl; +} + +type Logger = OpenClawPluginApi["logger"]; + +function buildModelFromConfig( + provider: string, + modelId: string, + cfg: OpenClawPluginApi["config"], + logger: Logger, +): Model | null { + const providers = cfg?.models?.providers ?? {}; + const providerCfg = + (providers as Record)[provider] ?? + Object.entries(providers).find(([k]) => k.toLowerCase() === provider.toLowerCase())?.[1]; + + if (!providerCfg || typeof providerCfg !== "object") { + logger.warn(`powermem/llm: provider "${provider}" not found in config`); + return null; + } + + const cfg_ = providerCfg as Record; + const rawApi = (cfg_.api as string | undefined) ?? "openai-completions"; + const configuredBaseUrl = cfg_.baseUrl as string | undefined; + + const effectiveApi = API_REMAP[rawApi] ?? rawApi; + const effectiveBaseUrl = resolveCompatBaseUrl(rawApi, configuredBaseUrl); + + const modelsList = cfg_.models as Array> | undefined; + const modelCfg = modelsList?.find((m) => m.id === modelId); + + logger.info?.( + `powermem/llm: built model from config — provider=${provider}, model=${modelId}, api=${effectiveApi}, baseUrl=${effectiveBaseUrl ?? "(none)"}`, + ); + + return { + id: modelId, + name: modelId, + api: effectiveApi as Api, + provider, + baseUrl: effectiveBaseUrl, + reasoning: (modelCfg?.reasoning as boolean | undefined) ?? false, + input: ["text"], + cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 }, + contextWindow: + (modelCfg?.contextWindow as number | undefined) ?? + (modelCfg?.maxTokens as number | undefined) ?? + 8192, + maxTokens: (modelCfg?.maxTokens as number | undefined) ?? 4096, + } as Model; +} + +function resolveModel( + provider: string, + modelId: string, + cfg: OpenClawPluginApi["config"], + logger: Logger, +): Model | null { + const builtIn = getModel(provider, modelId) as Model | null | undefined; + if (builtIn) { + logger.info?.(`powermem/llm: resolved model from built-in catalog — ${provider}/${modelId}`); + return builtIn; + } + logger.info?.(`powermem/llm: model not in built-in catalog, trying user config — ${provider}/${modelId}`); + return buildModelFromConfig(provider, modelId, cfg, logger); +} + +async function resolveApiKey(api: OpenClawPluginApi, provider: string): Promise { + const cfg = api.config; + + try { + const modelAuth = (api.runtime as any)?.modelAuth; + if (modelAuth?.resolveApiKeyForProvider) { + const auth = await modelAuth.resolveApiKeyForProvider({ provider, cfg }); + if (auth?.apiKey) { + api.logger.info?.(`powermem/llm: auth via runtime.modelAuth — provider="${provider}"`); + return auth.apiKey; + } + } + } catch (e) { + api.logger.warn(`powermem/llm: runtime.modelAuth failed: ${String(e)}`); + } + + try { + const envKey = getEnvApiKey(provider); + if (envKey) { + api.logger.info?.(`powermem/llm: auth via env var — provider="${provider}"`); + return envKey; + } + } catch { + // ignore + } + + const providers = (cfg?.models?.providers ?? {}) as Record>; + const providerCfg = + providers[provider] ?? + Object.values(providers).find( + (_, idx) => Object.keys(providers)[idx].toLowerCase() === provider.toLowerCase(), + ); + const configKey = providerCfg?.apiKey as string | undefined; + if (configKey) { + api.logger.info?.(`powermem/llm: auth via config apiKey — provider="${provider}"`); + return configKey; + } + + return undefined; +} + +export async function callLlm( + api: OpenClawPluginApi, + prompt: string, + opts?: { + maxTokens?: number; + temperature?: number; + systemPrompt?: string; + }, +): Promise { + const cfg = api.config; + const defaultModel = cfg?.agents?.defaults?.model; + const primary = + typeof defaultModel === "string" + ? defaultModel + : ((defaultModel as Record | undefined)?.primary as string | undefined); + + if (!primary?.trim()) { + api.logger.warn("powermem/llm: no default model configured, skipping"); + return null; + } + + const slashIdx = primary.indexOf("/"); + if (slashIdx < 0) { + api.logger.warn( + `powermem/llm: invalid model format "${primary}", expected "provider/model"`, + ); + return null; + } + + const provider = primary.slice(0, slashIdx); + const modelId = primary.slice(slashIdx + 1); + + api.logger.info?.(`powermem/llm: resolving model ${provider}/${modelId}`); + const model = resolveModel(provider, modelId, cfg, api.logger); + if (!model) { + api.logger.warn( + `powermem/llm: could not resolve model ${provider}/${modelId}, skipping LLM call`, + ); + return null; + } + + api.logger.info?.(`powermem/llm: resolving auth for provider "${provider}"`); + const apiKey = await resolveApiKey(api, provider); + if (!apiKey) { + api.logger.warn( + `powermem/llm: no apiKey found for provider "${provider}". ` + + `Ensure openclaw auth, env var, or models.providers.${provider}.apiKey.`, + ); + return null; + } + + const messages: Array<{ role: string; content: string; timestamp: number }> = []; + if (opts?.systemPrompt) { + messages.push({ + role: "system", + content: opts.systemPrompt, + timestamp: Date.now(), + }); + } + messages.push({ role: "user", content: prompt, timestamp: Date.now() }); + + const maxTokens = opts?.maxTokens ?? 512; + const temperature = opts?.temperature ?? 0.2; + + try { + const result = await completeSimple( + model, + { messages }, + { apiKey, maxTokens, temperature }, + ); + const text = (result.content as Array<{ type: string; text?: string }>) + ?.filter((block) => block.type === "text" && typeof block.text === "string") + .map((block) => block.text as string) + .join("") + .trim(); + return text || null; + } catch (err) { + api.logger.warn(`powermem/llm: completeSimple failed: ${String(err)}`); + return null; + } +} diff --git a/src/local-embedding.ts b/src/local-embedding.ts new file mode 100644 index 0000000..d2baa31 --- /dev/null +++ b/src/local-embedding.ts @@ -0,0 +1,358 @@ +import { getEnvApiKey } from "@mariozechner/pi-ai"; +import type { OpenClawPluginApi } from "openclaw/plugin-sdk/memory-core"; + +import type { PowerMemConfig } from "./config.js"; + +type Logger = { info?: (msg: string) => void; warn?: (msg: string) => void }; + +export type LocalEmbeddingProvider = { + id: string; + model: string; + embed: (text: string) => Promise; + embedBatch?: (texts: string[]) => Promise; +}; + +export type LocalEmbeddingConfig = { + enabled: boolean; + provider: string; + providerKey?: string; + model: string; + apiKey?: string; + baseUrl?: string; + headers?: Record; + extensionPath?: string; +}; + +export type LocalEmbeddingFactory = { + config: LocalEmbeddingConfig; + get: () => Promise; +}; + +const DEFAULT_OPENAI_MODEL = "text-embedding-3-small"; +const DEFAULT_OLLAMA_MODEL = "nomic-embed-text"; + +const PROVIDER_ALIASES: Record = { + bailian: { provider: "openai", providerKey: "bailian" }, + dashscope: { provider: "openai", providerKey: "dashscope" }, + qwen: { provider: "openai", providerKey: "qwen" }, +}; + +function resolveProviderMapping(provider: string): { provider: string; providerKey: string } { + const normalized = provider.trim().toLowerCase(); + if (normalized === "auto") { + return { provider: "openai", providerKey: "openai" }; + } + const alias = PROVIDER_ALIASES[normalized]; + if (alias) { + return { provider: alias.provider, providerKey: alias.providerKey ?? normalized }; + } + return { provider: normalized, providerKey: normalized }; +} + +function resolveDefaultModel(provider: string): string { + if (provider === "ollama") { + return DEFAULT_OLLAMA_MODEL; + } + return DEFAULT_OPENAI_MODEL; +} + +function normalizeBaseUrl(provider: string, baseUrl?: string): string | undefined { + const trimmed = baseUrl?.trim(); + if (!trimmed) { + if (provider === "ollama") { + return "http://localhost:11434/v1"; + } + return "https://api.openai.com"; + } + const cleaned = trimmed.replace(/\/+$/, ""); + if (provider === "ollama") { + return cleaned.endsWith("/v1") ? cleaned : `${cleaned}/v1`; + } + return cleaned; +} + +function buildEmbeddingsUrl(baseUrl: string): string { + return baseUrl.endsWith("/v1") ? `${baseUrl}/embeddings` : `${baseUrl}/v1/embeddings`; +} + +/** Avoid `res.json()` on empty/truncated bodies (throws Unexpected end of JSON input). */ +async function parseEmbeddingsResponseBody(res: Response): Promise { + const text = await res.text(); + const trimmed = text.trim(); + if (!trimmed) { + throw new Error(`embeddings HTTP ${res.status}: empty response body`); + } + try { + return JSON.parse(trimmed) as unknown; + } catch (err) { + const preview = trimmed.length > 240 ? `${trimmed.slice(0, 240)}…` : trimmed; + const cause = err instanceof Error ? err.message : String(err); + throw new Error(`embeddings HTTP ${res.status}: invalid JSON (${cause}). Preview: ${preview}`); + } +} + +function normalizeEmbedding(vec: number[]): number[] { + const sanitized = vec.map((value) => (Number.isFinite(value) ? value : 0)); + const magnitude = Math.sqrt(sanitized.reduce((sum, value) => sum + value * value, 0)); + if (magnitude < 1e-10) { + return sanitized; + } + return sanitized.map((value) => value / magnitude); +} + +function extractStringMap(value: unknown): Record | undefined { + if (!value || typeof value !== "object" || Array.isArray(value)) return undefined; + const entries = Object.entries(value).filter(([, v]) => typeof v === "string"); + if (entries.length === 0) return undefined; + return Object.fromEntries(entries as Array<[string, string]>); +} + +function resolveMemorySearchConfig( + openclawConfig: Record | undefined, + agentId: string, +): Record | undefined { + const agents = + openclawConfig && typeof openclawConfig === "object" + ? (openclawConfig as Record).agents + : undefined; + const agentsRecord = + agents && typeof agents === "object" ? (agents as Record) : undefined; + const list = Array.isArray(agentsRecord?.list) ? agentsRecord?.list : undefined; + const matched = list?.find((entry: unknown) => { + if (!entry || typeof entry !== "object") return false; + const record = entry as Record; + return typeof record.id === "string" && record.id === agentId; + }); + const agentMemorySearch = + matched && typeof matched === "object" + ? (matched as Record).memorySearch + : undefined; + if (agentMemorySearch && typeof agentMemorySearch === "object") { + return agentMemorySearch as Record; + } + const defaultsMemorySearch = + agentsRecord?.defaults && typeof agentsRecord.defaults === "object" + ? (agentsRecord.defaults as Record).memorySearch + : undefined; + if (defaultsMemorySearch && typeof defaultsMemorySearch === "object") { + return defaultsMemorySearch as Record; + } + return undefined; +} + +function resolveLocalEmbeddingConfig(params: { + api: OpenClawPluginApi; + cfg: PowerMemConfig; + agentId: string; + logger: Logger; +}): LocalEmbeddingConfig | null { + const localVector = params.cfg.localVector; + const enabled = localVector?.enabled ?? params.cfg.dualWrite === true; + if (!enabled) { + return null; + } + + const configRecord = + params.api.config && typeof params.api.config === "object" + ? (params.api.config as Record) + : undefined; + const memorySearch = resolveMemorySearchConfig(configRecord, params.agentId); + const memoryProviderRaw = + typeof memorySearch?.provider === "string" ? memorySearch.provider : undefined; + const resolvedProvider = resolveProviderMapping( + localVector?.provider ?? memoryProviderRaw ?? "openai", + ); + const provider = resolvedProvider.provider; + const providerKey = resolvedProvider.providerKey; + if (provider !== "openai" && provider !== "ollama") { + params.logger.warn?.( + `dual-write: local vector search supports openai/ollama providers only, got "${provider}"`, + ); + return null; + } + + const model = + localVector?.model ?? + (typeof memorySearch?.model === "string" ? memorySearch.model : undefined) ?? + resolveDefaultModel(provider); + if (!model) { + params.logger.warn?.("dual-write: local vector search model is required"); + return null; + } + + const memoryRemote = + memorySearch?.remote && typeof memorySearch.remote === "object" + ? (memorySearch.remote as Record) + : undefined; + const memoryHeaders = extractStringMap(memoryRemote?.headers); + const localHeaders = extractStringMap(localVector?.headers); + const headers = localHeaders ?? memoryHeaders; + + const modelsRecord = + configRecord?.models && typeof configRecord.models === "object" + ? (configRecord.models as Record) + : undefined; + const providersRecord = + modelsRecord?.providers as Record> | undefined; + const providerCfg = providersRecord?.[providerKey] ?? providersRecord?.[provider]; + const baseUrl = normalizeBaseUrl( + provider, + localVector?.baseUrl ?? + (typeof memoryRemote?.baseUrl === "string" ? memoryRemote.baseUrl : undefined) ?? + (typeof providerCfg?.baseUrl === "string" ? providerCfg.baseUrl : undefined), + ); + + const apiKey = + localVector?.apiKey ?? + (typeof memoryRemote?.apiKey === "string" ? memoryRemote.apiKey : undefined) ?? + (typeof providerCfg?.apiKey === "string" ? providerCfg.apiKey : undefined); + + return { + enabled: true, + provider, + providerKey, + model, + apiKey, + baseUrl, + headers, + extensionPath: localVector?.extensionPath, + }; +} + +async function resolveApiKey( + api: OpenClawPluginApi, + providerKey: string, + provider: string, + fallback?: string, +): Promise { + const candidates = Array.from(new Set([providerKey, provider].filter(Boolean))); + try { + const modelAuth = (api.runtime as { modelAuth?: { resolveApiKeyForProvider?: Function } } | undefined) + ?.modelAuth; + if (modelAuth?.resolveApiKeyForProvider) { + for (const candidate of candidates) { + const auth = await modelAuth.resolveApiKeyForProvider({ provider: candidate, cfg: api.config }); + if (auth?.apiKey) { + return auth.apiKey; + } + } + } + } catch { + // ignore + } + + try { + for (const candidate of candidates) { + const envKey = getEnvApiKey(candidate); + if (envKey) { + return envKey; + } + } + } catch { + // ignore + } + + return fallback; +} + +async function createEmbeddingProvider(params: { + api: OpenClawPluginApi; + cfg: LocalEmbeddingConfig; + logger: Logger; +}): Promise { + const providerKey = params.cfg.providerKey ?? params.cfg.provider; + const apiKey = await resolveApiKey( + params.api, + providerKey, + params.cfg.provider, + params.cfg.apiKey, + ); + if (!apiKey && params.cfg.provider !== "ollama") { + params.logger.warn?.( + `dual-write: local vector search missing apiKey for provider "${params.cfg.provider}"`, + ); + return null; + } + + const baseUrl = params.cfg.baseUrl ?? normalizeBaseUrl(params.cfg.provider); + if (!baseUrl) { + params.logger.warn?.("dual-write: local vector search baseUrl is required"); + return null; + } + + const headers: Record = { + "Content-Type": "application/json", + ...(params.cfg.headers ?? {}), + }; + if (apiKey) { + headers.Authorization = `Bearer ${apiKey}`; + } + + const embedBatch = async (texts: string[]): Promise => { + const res = await fetch(buildEmbeddingsUrl(baseUrl), { + method: "POST", + headers, + body: JSON.stringify({ model: params.cfg.model, input: texts }), + }); + const payload = (await parseEmbeddingsResponseBody(res)) as { + data?: Array<{ embedding?: number[] }>; + error?: { message?: string }; + }; + if (!res.ok) { + const message = + payload?.error?.message ?? + (typeof payload === "string" ? payload : `Embeddings failed: ${res.status}`); + throw new Error(message); + } + const rows = payload?.data ?? []; + return rows.map((row) => normalizeEmbedding(row.embedding ?? [])); + }; + + return { + id: params.cfg.provider, + model: params.cfg.model, + embed: async (text) => { + const [vec] = await embedBatch([text]); + return vec ?? []; + }, + embedBatch, + }; +} + +export function createLocalEmbeddingFactory(params: { + api: OpenClawPluginApi; + cfg: PowerMemConfig; + agentId: string; + logger: Logger; +}): LocalEmbeddingFactory | null { + const config = resolveLocalEmbeddingConfig(params); + if (!config) { + return null; + } + let providerPromise: Promise | null = null; + let disabled = false; + + const get = async () => { + if (disabled) return null; + if (!providerPromise) { + providerPromise = createEmbeddingProvider({ + api: params.api, + cfg: config, + logger: params.logger, + }); + } + try { + const provider = await providerPromise; + if (!provider) { + disabled = true; + } + return provider; + } catch (err) { + params.logger.warn?.(`dual-write: local embedding init failed: ${String(err)}`); + disabled = true; + return null; + } + }; + + return { config, get }; +} diff --git a/src/local-sqlite.ts b/src/local-sqlite.ts new file mode 100644 index 0000000..cf27235 --- /dev/null +++ b/src/local-sqlite.ts @@ -0,0 +1,738 @@ +/** + * Local sqlite store for dual-write mode. + * Provides lightweight storage + pending queue for remote sync. + */ + +import Database from "better-sqlite3"; +import sqliteVec from "sqlite-vec"; +import { mkdirSync } from "node:fs"; +import { dirname } from "node:path"; + +export type LocalMemoryRow = { + id: number; + remote_id: string | null; + content: string; + metadata: Record; + user_id: string | null; + agent_id: string | null; + created_at: string; + updated_at: string; +}; + +export type PendingRow = { + id: number; + local_memory_id: number | null; + content: string; + metadata: Record; + user_id: string | null; + agent_id: string | null; + infer: boolean; + queued_at: string; + retries: number; + last_error: string | null; +}; + +export type LocalVectorConfig = { + enabled: boolean; + extensionPath?: string; +}; + +type Logger = { info?: (msg: string) => void; warn?: (msg: string) => void }; + +function nowIso(): string { + return new Date().toISOString(); +} + +function safeJsonParse(value: string | null): Record { + if (!value) return {}; + try { + const parsed = JSON.parse(value); + return parsed && typeof parsed === "object" ? parsed as Record : {}; + } catch { + return {}; + } +} + +function tokenize(text: string): string[] { + const tokens: string[] = []; + const parts = text.toLowerCase().split(/[\s,.;:!?。，；：！？、]+/); + for (const part of parts) { + if (!part) continue; + const subTokens = part.match(/[\u4e00-\u9fff\u3400-\u4dbf]|[a-z0-9_-]+/g); + if (subTokens) tokens.push(...subTokens); + } + return tokens; +} + +function tokenOverlap(queryTokens: string[], contentTokens: string[]): number { + if (queryTokens.length === 0) return 0; + const contentSet = new Set(contentTokens); + let hits = 0; + for (const t of queryTokens) { + if (contentSet.has(t)) hits++; + } + return hits / queryTokens.length; +} + +const VECTOR_TABLE = "memories_vec"; +const META_TABLE = "meta"; +const VECTOR_DIMS_KEY = "vector_dims"; + +function vectorToBlob(embedding: number[]): Buffer { + return Buffer.from(new Float32Array(embedding).buffer); +} + +export class LocalSqliteStore { + private db: Database.Database; + private logger?: Logger; + private ftsEnabled = false; + private hasNextRetryAt = true; + private hasLastError = true; + private vector = { + enabled: false, + available: false, + dims: undefined as number | undefined, + extensionPath: undefined as string | undefined, + loadError: undefined as string | undefined, + }; + + constructor(dbPath: string, options?: { logger?: Logger; vector?: LocalVectorConfig }) { + mkdirSync(dirname(dbPath), { recursive: true }); + this.db = new Database(dbPath); + this.logger = options?.logger; + this.vector.enabled = options?.vector?.enabled ?? false; + this.vector.extensionPath = options?.vector?.extensionPath; + this.init(); + } + + private init(): void { + this.db.exec(` + CREATE TABLE IF NOT EXISTS ${META_TABLE} ( + key TEXT PRIMARY KEY, + value TEXT NOT NULL + ); + + CREATE TABLE IF NOT EXISTS memories ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + remote_id TEXT, + content TEXT NOT NULL, + metadata TEXT, + user_id TEXT, + agent_id TEXT, + created_at TEXT NOT NULL, + updated_at TEXT NOT NULL + ); + + CREATE TABLE IF NOT EXISTS pending_writes ( + id INTEGER PRIMARY KEY AUTOINCREMENT, + local_memory_id INTEGER, + content TEXT NOT NULL, + metadata TEXT, + user_id TEXT, + agent_id TEXT, + infer INTEGER DEFAULT 1, + queued_at TEXT NOT NULL, + retries INTEGER DEFAULT 0, + next_retry_at TEXT, + last_error TEXT + ); + + CREATE INDEX IF NOT EXISTS idx_memories_user_agent + ON memories(user_id, agent_id); + + CREATE INDEX IF NOT EXISTS idx_memories_remote_id + ON memories(remote_id); + + CREATE UNIQUE INDEX IF NOT EXISTS idx_memories_remote_unique + ON memories(remote_id) + WHERE remote_id IS NOT NULL; + + CREATE INDEX IF NOT EXISTS idx_pending_created + ON pending_writes(queued_at); + `); + + this.vector.dims = this.readVectorDims(); + if (this.vector.enabled) { + this.loadVectorExtension(); + } + + try { + this.db.exec(` + CREATE VIRTUAL TABLE IF NOT EXISTS memories_fts USING fts5( + content, + user_id, + agent_id, + content='memories', + content_rowid='id' + ); + `); + + this.db.exec(` + CREATE TRIGGER IF NOT EXISTS memories_ai AFTER INSERT ON memories BEGIN + INSERT INTO memories_fts(rowid, content, user_id, agent_id) + VALUES (new.id, new.content, new.user_id, new.agent_id); + END; + + CREATE TRIGGER IF NOT EXISTS memories_ad AFTER DELETE ON memories BEGIN + INSERT INTO memories_fts(memories_fts, rowid, content, user_id, agent_id) + VALUES ('delete', old.id, old.content, old.user_id, old.agent_id); + END; + + CREATE TRIGGER IF NOT EXISTS memories_au AFTER UPDATE ON memories BEGIN + INSERT INTO memories_fts(memories_fts, rowid, content, user_id, agent_id) + VALUES ('delete', old.id, old.content, old.user_id, old.agent_id); + INSERT INTO memories_fts(rowid, content, user_id, agent_id) + VALUES (new.id, new.content, new.user_id, new.agent_id); + END; + `); + this.ftsEnabled = true; + } catch (err) { + this.logger?.warn?.(`local-sqlite: fts5 disabled: ${String(err)}`); + this.ftsEnabled = false; + } + + try { + this.db.exec(`ALTER TABLE pending_writes ADD COLUMN next_retry_at TEXT`); + this.hasNextRetryAt = true; + } catch (err) { + const msg = String(err ?? ""); + if (msg.includes("duplicate column name") || msg.includes("duplicate column")) { + this.hasNextRetryAt = true; + } else { + this.hasNextRetryAt = false; + } + } + try { + this.db.exec(`ALTER TABLE pending_writes ADD COLUMN last_error TEXT`); + this.hasLastError = true; + } catch (err) { + const msg = String(err ?? ""); + if (msg.includes("duplicate column name") || msg.includes("duplicate column")) { + this.hasLastError = true; + } else { + this.hasLastError = false; + } + } + } + + private readVectorDims(): number | undefined { + try { + const row = this.db + .prepare(`SELECT value FROM ${META_TABLE} WHERE key = ?`) + .get(VECTOR_DIMS_KEY) as { value?: string } | undefined; + const raw = row?.value; + if (!raw) return undefined; + const n = Number(raw); + return Number.isFinite(n) ? Math.floor(n) : undefined; + } catch { + return undefined; + } + } + + private writeVectorDims(value?: number): void { + try { + if (!value) { + this.db.prepare(`DELETE FROM ${META_TABLE} WHERE key = ?`).run(VECTOR_DIMS_KEY); + return; + } + this.db + .prepare( + `INSERT INTO ${META_TABLE} (key, value) VALUES (?, ?)\n` + + `ON CONFLICT(key) DO UPDATE SET value = excluded.value`, + ) + .run(VECTOR_DIMS_KEY, String(value)); + } catch (err) { + this.logger?.warn?.(`local-sqlite: failed to persist vector dims: ${String(err)}`); + } + } + + private loadVectorExtension(): void { + try { + if (this.vector.extensionPath) { + this.db.loadExtension(this.vector.extensionPath); + } else { + sqliteVec.load(this.db); + } + this.vector.available = true; + } catch (err) { + const message = err instanceof Error ? err.message : String(err); + this.vector.available = false; + this.vector.loadError = message; + this.logger?.warn?.(`local-sqlite: sqlite-vec unavailable: ${message}`); + } + } + + private ensureVectorTable(dimensions: number): boolean { + if (!this.vector.enabled || !this.vector.available) { + return false; + } + if (this.vector.dims === dimensions && !this.vectorTableNeedsRebuild()) { + return true; + } + if (this.vector.dims && this.vector.dims !== dimensions) { + this.dropVectorTable(); + } else if (this.vectorTableNeedsRebuild()) { + this.dropVectorTable(); + } + this.db.exec( + `CREATE VIRTUAL TABLE IF NOT EXISTS ${VECTOR_TABLE} USING vec0(\n` + + ` embedding FLOAT[${dimensions}]\n` + + `)`, + ); + this.vector.dims = dimensions; + this.writeVectorDims(dimensions); + return true; + } + + private dropVectorTable(): void { + try { + this.db.exec(`DROP TABLE IF EXISTS ${VECTOR_TABLE}`); + } catch (err) { + const message = err instanceof Error ? err.message : String(err); + this.logger?.warn?.(`local-sqlite: failed to drop ${VECTOR_TABLE}: ${message}`); + } + this.vector.dims = undefined; + this.writeVectorDims(undefined); + } + + private vectorTableNeedsRebuild(): boolean { + try { + const cols = this.db + .prepare(`PRAGMA table_info(${VECTOR_TABLE})`) + .all() as Array<{ name?: string }>; + if (!cols || cols.length === 0) { + return false; + } + return cols.some((col) => col?.name === "id"); + } catch { + return false; + } + } + + upsertRemoteMemory(params: { + remoteId: string; + content: string; + metadata?: Record; + userId?: string; + agentId?: string; + }): number { + const now = nowIso(); + const existing = this.db + .prepare(`SELECT id FROM memories WHERE remote_id = ?`) + .get(params.remoteId) as { id: number } | undefined; + if (existing?.id) { + const stmt = this.db.prepare(` + UPDATE memories + SET content = @content, + metadata = @metadata, + user_id = @user_id, + agent_id = @agent_id, + updated_at = @updated_at + WHERE id = @id + `); + stmt.run({ + id: existing.id, + content: params.content, + metadata: params.metadata ? JSON.stringify(params.metadata) : null, + user_id: params.userId ?? null, + agent_id: params.agentId ?? null, + updated_at: now, + }); + return existing.id; + } + + const stmt = this.db.prepare(` + INSERT INTO memories (remote_id, content, metadata, user_id, agent_id, created_at, updated_at) + VALUES (@remote_id, @content, @metadata, @user_id, @agent_id, @created_at, @updated_at) + `); + const info = stmt.run({ + remote_id: params.remoteId, + content: params.content, + metadata: params.metadata ? JSON.stringify(params.metadata) : null, + user_id: params.userId ?? null, + agent_id: params.agentId ?? null, + created_at: now, + updated_at: now, + }); + return Number(info.lastInsertRowid ?? 0); + } + + addLocalMemory(params: { + content: string; + metadata?: Record; + userId?: string; + agentId?: string; + }): number { + const now = nowIso(); + const stmt = this.db.prepare(` + INSERT INTO memories (remote_id, content, metadata, user_id, agent_id, created_at, updated_at) + VALUES (NULL, @content, @metadata, @user_id, @agent_id, @created_at, @updated_at) + `); + const info = stmt.run({ + content: params.content, + metadata: params.metadata ? JSON.stringify(params.metadata) : null, + user_id: params.userId ?? null, + agent_id: params.agentId ?? null, + created_at: now, + updated_at: now, + }); + return Number(info.lastInsertRowid ?? 0); + } + + upsertEmbedding(localId: number, embedding: number[]): boolean { + if (!this.ensureVectorTable(embedding.length)) { + return false; + } + const rowid = + typeof localId === "bigint" + ? localId + : Number.isSafeInteger(localId) && localId > 0 + ? BigInt(localId) + : null; + if (!rowid) { + this.logger?.warn?.( + `local-sqlite: skip vector write (invalid rowid=${String(localId)})`, + ); + return false; + } + const writeOnce = () => { + this.db.prepare(`DELETE FROM ${VECTOR_TABLE} WHERE rowid = ?`).run(rowid); + this.db + .prepare(`INSERT INTO ${VECTOR_TABLE} (rowid, embedding) VALUES (?, ?)`) + .run(rowid, vectorToBlob(embedding)); + }; + try { + writeOnce(); + return true; + } catch (err) { + const message = err instanceof Error ? err.message : String(err); + if (message.includes("primary key") || message.includes("memories_vec")) { + this.dropVectorTable(); + if (!this.ensureVectorTable(embedding.length)) { + return false; + } + try { + writeOnce(); + return true; + } catch (retryErr) { + const retryMessage = retryErr instanceof Error ? retryErr.message : String(retryErr); + this.logger?.warn?.(`local-sqlite: vector write failed: ${retryMessage}`); + return false; + } + } + this.logger?.warn?.(`local-sqlite: vector write failed: ${message}`); + return false; + } + } + + updateRemoteId(localId: number, remoteId: string): void { + const stmt = this.db.prepare(` + UPDATE memories SET remote_id = @remote_id, updated_at = @updated_at + WHERE id = @id + `); + stmt.run({ id: localId, remote_id: remoteId, updated_at: nowIso() }); + } + + deleteByRemoteId(remoteId: string): void { + const row = this.db + .prepare(`SELECT id FROM memories WHERE remote_id = ?`) + .get(remoteId) as { id: number } | undefined; + if (row?.id) { + this.deleteByLocalId(row.id); + return; + } + const stmt = this.db.prepare(`DELETE FROM memories WHERE remote_id = ?`); + stmt.run(remoteId); + } + + deleteByLocalId(localId: number): void { + const stmt = this.db.prepare(`DELETE FROM memories WHERE id = ?`); + stmt.run(localId); + if (this.vector.enabled && this.vector.available) { + const rowid = + typeof localId === "bigint" + ? localId + : Number.isSafeInteger(localId) && localId > 0 + ? BigInt(localId) + : null; + if (rowid) { + this.db.prepare(`DELETE FROM ${VECTOR_TABLE} WHERE rowid = ?`).run(rowid); + } + } + } + + search(params: { + query: string; + limit: number; + userId?: string; + agentId?: string; + }): Array { + const tokens = tokenize(params.query); + if (tokens.length === 0) return []; + + if (this.ftsEnabled) { + const clauses: string[] = []; + const values: Array = []; + if (params.userId) { + clauses.push("memories.user_id = ?"); + values.push(params.userId); + } + if (params.agentId) { + clauses.push("memories.agent_id = ?"); + values.push(params.agentId); + } + const where = clauses.length > 0 ? `AND ${clauses.join(" AND ")}` : ""; + try { + const stmt = this.db.prepare(` + SELECT memories.id, memories.remote_id, memories.content, memories.metadata, + memories.user_id, memories.agent_id, memories.created_at, memories.updated_at, + bm25(memories_fts) AS score + FROM memories_fts + JOIN memories ON memories_fts.rowid = memories.id + WHERE memories_fts MATCH ? ${where} + ORDER BY score ASC + LIMIT ? + `); + const rows = stmt.all(params.query, ...values, params.limit) as Array<{ + id: number; + remote_id: string | null; + content: string; + metadata: string | null; + user_id: string | null; + agent_id: string | null; + created_at: string; + updated_at: string; + score: number; + }>; + return rows.map((row) => ({ + id: row.id, + remote_id: row.remote_id, + content: row.content, + metadata: safeJsonParse(row.metadata), + user_id: row.user_id, + agent_id: row.agent_id, + created_at: row.created_at, + updated_at: row.updated_at, + score: 1 / (1 + Math.max(0, row.score ?? 0)), + })); + } catch (err) { + this.logger?.warn?.(`local-sqlite: fts search failed, fallback: ${String(err)}`); + } + } + + const clauses: string[] = []; + const values: Array = []; + if (params.userId) { + clauses.push("user_id = ?"); + values.push(params.userId); + } + if (params.agentId) { + clauses.push("agent_id = ?"); + values.push(params.agentId); + } + const where = clauses.length > 0 ? `WHERE ${clauses.join(" AND ")}` : ""; + const stmt = this.db.prepare(` + SELECT id, remote_id, content, metadata, user_id, agent_id, created_at, updated_at + FROM memories + ${where} + ORDER BY updated_at DESC + LIMIT 500 + `); + const rows = stmt.all(...values) as Array<{ + id: number; + remote_id: string | null; + content: string; + metadata: string | null; + user_id: string | null; + agent_id: string | null; + created_at: string; + updated_at: string; + }>; + + const scored = rows + .map((row) => { + const score = tokenOverlap(tokens, tokenize(row.content)); + return { + id: row.id, + remote_id: row.remote_id, + content: row.content, + metadata: safeJsonParse(row.metadata), + user_id: row.user_id, + agent_id: row.agent_id, + created_at: row.created_at, + updated_at: row.updated_at, + score, + }; + }) + .filter((row) => row.score > 0) + .sort((a, b) => b.score - a.score) + .slice(0, params.limit); + + return scored; + } + + searchVector(params: { + embedding: number[]; + limit: number; + userId?: string; + agentId?: string; + }): Array { + if (!this.vector.enabled || !this.vector.available) { + return []; + } + if (params.embedding.length === 0) { + return []; + } + if (!this.ensureVectorTable(params.embedding.length)) { + return []; + } + const clauses: string[] = []; + const values: Array = []; + if (params.userId) { + clauses.push("m.user_id = ?"); + values.push(params.userId); + } + if (params.agentId) { + clauses.push("m.agent_id = ?"); + values.push(params.agentId); + } + const where = clauses.length > 0 ? `WHERE ${clauses.join(" AND ")}` : ""; + const stmt = this.db.prepare( + `SELECT m.id, m.remote_id, m.content, m.metadata, m.user_id, m.agent_id, m.created_at, m.updated_at,\n` + + ` vec_distance_cosine(v.embedding, ?) AS dist\n` + + ` FROM ${VECTOR_TABLE} v\n` + + ` JOIN memories m ON m.id = v.rowid\n` + + ` ${where}\n` + + ` ORDER BY dist ASC\n` + + ` LIMIT ?`, + ); + const rows = stmt.all( + vectorToBlob(params.embedding), + ...values, + params.limit, + ) as Array<{ + id: number; + remote_id: string | null; + content: string; + metadata: string | null; + user_id: string | null; + agent_id: string | null; + created_at: string; + updated_at: string; + dist: number; + }>; + return rows.map((row) => ({ + id: row.id, + remote_id: row.remote_id, + content: row.content, + metadata: safeJsonParse(row.metadata), + user_id: row.user_id, + agent_id: row.agent_id, + created_at: row.created_at, + updated_at: row.updated_at, + score: 1 - row.dist, + })); + } + + enqueuePending(params: { + localMemoryId?: number | null; + content: string; + metadata?: Record; + userId?: string; + agentId?: string; + infer: boolean; + }): void { + const stmt = this.db.prepare(` + INSERT INTO pending_writes (local_memory_id, content, metadata, user_id, agent_id, infer, queued_at, retries, next_retry_at, last_error) + VALUES (@local_memory_id, @content, @metadata, @user_id, @agent_id, @infer, @queued_at, 0, @next_retry_at, NULL) + `); + stmt.run({ + local_memory_id: params.localMemoryId ?? null, + content: params.content, + metadata: params.metadata ? JSON.stringify(params.metadata) : null, + user_id: params.userId ?? null, + agent_id: params.agentId ?? null, + infer: params.infer ? 1 : 0, + queued_at: nowIso(), + next_retry_at: nowIso(), + }); + } + + listPending(limit = 200, readyOnly = true): PendingRow[] { + const readyClause = + readyOnly && this.hasNextRetryAt + ? "WHERE next_retry_at IS NULL OR next_retry_at <= ?" + : ""; + const lastErrorCol = this.hasLastError ? "last_error" : "NULL as last_error"; + const stmt = this.db.prepare(` + SELECT id, local_memory_id, content, metadata, user_id, agent_id, infer, queued_at, retries, ${lastErrorCol} + FROM pending_writes + ${readyClause} + ORDER BY id ASC + LIMIT ? + `); + const rows = (readyOnly && this.hasNextRetryAt + ? stmt.all(nowIso(), limit) + : stmt.all(limit)) as Array<{ + id: number; + local_memory_id: number | null; + content: string; + metadata: string | null; + user_id: string | null; + agent_id: string | null; + infer: number; + queued_at: string; + retries: number; + last_error: string | null; + }>; + return rows.map((row) => ({ + id: row.id, + local_memory_id: row.local_memory_id, + content: row.content, + metadata: safeJsonParse(row.metadata), + user_id: row.user_id, + agent_id: row.agent_id, + infer: row.infer !== 0, + queued_at: row.queued_at, + retries: row.retries, + last_error: row.last_error ?? null, + })); + } + + removePending(ids: number[]): void { + if (ids.length === 0) return; + const placeholders = ids.map(() => "?").join(", "); + const stmt = this.db.prepare(`DELETE FROM pending_writes WHERE id IN (${placeholders})`); + stmt.run(...ids); + } + + scheduleRetries(ids: number[], nextRetryAt: string, lastError?: string): void { + if (ids.length === 0) return; + const placeholders = ids.map(() => "?").join(", "); + if (this.hasLastError) { + const stmt = this.db.prepare( + `UPDATE pending_writes SET retries = retries + 1, next_retry_at = ?, last_error = ? WHERE id IN (${placeholders})`, + ); + stmt.run(nextRetryAt, lastError ?? null, ...ids); + return; + } + const stmt = this.db.prepare( + `UPDATE pending_writes SET retries = retries + 1, next_retry_at = ? WHERE id IN (${placeholders})`, + ); + stmt.run(nextRetryAt, ...ids); + } + + pendingCount(): number { + const stmt = this.db.prepare(`SELECT COUNT(*) as count FROM pending_writes`); + const row = stmt.get() as { count: number }; + return row?.count ?? 0; + } + + close(): void { + try { + this.db.close(); + } catch (err) { + this.logger?.warn?.(`local-sqlite: close failed: ${String(err)}`); + } + } +} diff --git a/openclaw-plugin-sdk.d.ts b/src/openclaw-plugin-sdk.d.ts similarity index 100% rename from openclaw-plugin-sdk.d.ts rename to src/openclaw-plugin-sdk.d.ts diff --git a/openclaw-powermem-env.ts b/src/openclaw-powermem-env.ts similarity index 100% rename from openclaw-powermem-env.ts rename to src/openclaw-powermem-env.ts diff --git a/src/resolve-powermem-cli.ts b/src/resolve-powermem-cli.ts new file mode 100644 index 0000000..b3518a7 --- /dev/null +++ b/src/resolve-powermem-cli.ts @@ -0,0 +1,37 @@ +/** + * Resolve the `pmem` executable for CLI mode. + * - `bundled` / `auto` / empty: npm `powermem` next to this plugin if installed, else `pmem` on PATH (e.g. Python). + * - anything else: passed through (absolute path or command name). + */ + +import { existsSync } from "node:fs"; +import { dirname, join } from "node:path"; +import { createRequire } from "node:module"; + +const require = createRequire(import.meta.url); + +/** + * Resolve npm `powermem`'s CLI script. We cannot use `require.resolve("powermem/dist/cli.js")` + * because the published package's `exports` field does not expose that subpath. + */ +export function resolveBundledPowermemCliPath(): string | undefined { + try { + const main = require.resolve("powermem"); + const cli = join(dirname(main), "cli.js"); + return existsSync(cli) ? cli : undefined; + } catch { + return undefined; + } +} + +/** + * @param pmemPath - From config: `auto` | `bundled` | `pmem` | path to binary + */ +export function resolvePmemExecutable(pmemPath: string): string { + const t = pmemPath.trim(); + if (t === "bundled" || t === "auto" || t === "") { + const p = resolveBundledPowermemCliPath(); + return p ?? "pmem"; + } + return t; +} diff --git a/src/wal.ts b/src/wal.ts new file mode 100644 index 0000000..620b4e6 --- /dev/null +++ b/src/wal.ts @@ -0,0 +1,140 @@ +/** + * WAL (Write-Ahead Capture) — Incremental memory capture during conversations. + */ + +export const WAL_EXTRACT_PROMPT = `You are a quick fact extractor. Given a single user message, extract 1-3 key facts worth remembering long-term. + +Rules: +- Keep each fact short and specific. +- Only include stable preferences, decisions, corrections, or commitments. +- Skip greetings, filler, or transient chit-chat. +- Output ONLY valid JSON: {"facts":["fact1","fact2"]}`; + +export const WAL_SIGNAL_PATTERNS = [ + /我(喜欢|偏好|习惯|倾向|prefer|like|always use)/i, + /(就用|决定|选择|不要|不用|let's use|go with|decided)/i, + /(不对|错了|应该是|其实是|actually|correction)/i, + /(deadline|截止|前完成|by tomorrow|due date|下周|明天)/i, + /(i (like|prefer|love|hate|always|never|want to))\b/i, + /(remember that|don't forget|keep in mind|note that)/i, +]; + +export function detectKeySignals(text: string): boolean { + return WAL_SIGNAL_PATTERNS.some((re) => re.test(text)); +} + +export interface WalDeps { + callLlm: (prompt: string, opts: { + systemPrompt: string; + maxTokens: number; + temperature: number; + }) => Promise; + store: (content: string, metadata: Record) => Promise<{ id?: string | number }>; + logger: { + info?: (msg: string) => void; + warn: (msg: string) => void; + }; +} + +export class WalSession { + private readonly cache = new Map>(); + + has(sessionKey: string, fact: string): boolean { + const set = this.cache.get(sessionKey); + return set ? set.has(fact) : false; + } + + add(sessionKey: string, fact: string): void { + const set = this.cache.get(sessionKey) ?? new Set(); + set.add(fact); + this.cache.set(sessionKey, set); + } + + clear(sessionKey: string): void { + this.cache.delete(sessionKey); + } +} + +function stripThinkBlocks(raw: string): string { + return raw.replace(/[\s\S]*?<\/think>/gi, "").trim(); +} + +function normalizeFact(raw: string): string { + return raw.replace(/\s+/g, " ").trim(); +} + +function parseWalFacts(raw: string | null): string[] { + if (!raw) return []; + const cleaned = stripThinkBlocks(raw); + if (!cleaned) return []; + + const attempts = [cleaned]; + const jsonMatch = cleaned.match(/(\{[\s\S]*\}|\[[\s\S]*\])/); + if (jsonMatch && jsonMatch[1] !== cleaned) { + attempts.unshift(jsonMatch[1]); + } + + for (const attempt of attempts) { + try { + const parsed = JSON.parse(attempt); + if (Array.isArray(parsed)) { + return parsed.filter((item) => typeof item === "string").map(normalizeFact); + } + if (parsed && typeof parsed === "object") { + const facts = (parsed as { facts?: unknown }).facts; + if (Array.isArray(facts)) { + return facts.filter((item) => typeof item === "string").map(normalizeFact); + } + } + } catch { + // fall through + } + } + + return cleaned + .split("\n") + .map((line) => line.replace(/^[-*\d.\s]+/, "").trim()) + .filter((line) => line.length > 0) + .map(normalizeFact); +} + +export async function walCapture( + prompt: string, + sessionKey: string, + session: WalSession, + deps: WalDeps, +): Promise> { + if (!detectKeySignals(prompt)) return []; + + const reply = await deps.callLlm(prompt, { + systemPrompt: WAL_EXTRACT_PROMPT, + maxTokens: 512, + temperature: 0.1, + }); + const facts = parseWalFacts(reply) + .map(normalizeFact) + .filter((fact) => fact.length >= 8) + .slice(0, 3) + .filter((fact) => !session.has(sessionKey, fact)); + + if (facts.length === 0) return []; + + const storedIds: Array = []; + for (const fact of facts) { + try { + const result = await deps.store(fact, { + source: "wal", + session: sessionKey, + }); + if (result?.id !== undefined) { + storedIds.push(result.id); + } + session.add(sessionKey, fact); + } catch (err) { + deps.logger.warn(`memory-powermem: wal capture failed: ${String(err)}`); + } + } + + deps.logger.info?.(`memory-powermem: wal captured ${storedIds.length} fact(s)`); + return storedIds; +} diff --git a/test/cli-json.test.ts b/test/cli-json.test.ts new file mode 100644 index 0000000..ea32ebc --- /dev/null +++ b/test/cli-json.test.ts @@ -0,0 +1,45 @@ +/** + * CLI stdout JSON shapes: Python pmem vs powermem-ts. + */ +import { describe, it, expect } from "vitest"; +import { normalizeAddOutput, normalizeSearchOutput } from "../src/client-cli.js"; + +describe("normalizeAddOutput", () => { + it("parses powermem-ts AddResult wrapper with memories + memoryId", () => { + const raw = { + message: "ok", + memories: [ + { + memoryId: "snowflake-1", + content: "User prefers dark mode", + userId: "u1", + }, + ], + }; + const out = normalizeAddOutput(raw); + expect(out).toHaveLength(1); + expect(out[0].content).toBe("User prefers dark mode"); + expect(String(out[0].memory_id)).toBe("snowflake-1"); + }); + + it("parses legacy array of rows", () => { + const raw = [{ memory_id: 42, content: "x" }]; + expect(normalizeAddOutput(raw)[0].memory_id).toBe(42); + }); +}); + +describe("normalizeSearchOutput", () => { + it("parses powermem-ts SearchResult with camelCase memoryId", () => { + const raw = { + results: [ + { memoryId: "id-9", content: "coffee", score: 0.9 }, + ], + total: 1, + query: "x", + }; + const out = normalizeSearchOutput(raw); + expect(out).toHaveLength(1); + expect(String(out[0].memory_id)).toBe("id-9"); + expect(out[0].score).toBeCloseTo(0.9); + }); +}); diff --git a/test/client-v2.test.ts b/test/client-v2.test.ts new file mode 100644 index 0000000..a589e08 --- /dev/null +++ b/test/client-v2.test.ts @@ -0,0 +1,97 @@ +import { afterEach, describe, expect, it, vi } from "vitest"; +import { PowerMemV2Client } from "../src/client-v2.js"; + +describe("PowerMemV2Client", () => { + afterEach(() => { + vi.unstubAllGlobals(); + vi.restoreAllMocks(); + }); + + it("adds request config and api key headers", async () => { + const fetchMock = vi.fn(async (input: RequestInfo | URL, init?: RequestInit) => { + const url = typeof input === "string" ? input : input.toString(); + expect(url).toBe("http://localhost:8000/api/v2/memories"); + expect(init?.method).toBe("POST"); + const headers = init?.headers as Record; + expect(headers["X-API-Key"]).toBe("sk-test"); + const body = JSON.parse(String(init?.body ?? "{}")) as Record; + expect(body.config).toEqual({ memory_db: { host: "db.local" } }); + return new Response( + JSON.stringify({ + success: true, + data: [{ id: "m-1", content: "hello" }], + }), + { status: 200 }, + ); + }); + vi.stubGlobal("fetch", fetchMock); + + const client = new PowerMemV2Client({ + baseUrl: "http://localhost:8000", + apiKey: "sk-test", + userId: "u-1", + agentId: "a-1", + requestConfig: { memory_db: { host: "db.local" } }, + }); + const res = await client.add("hello"); + expect(res).toHaveLength(1); + expect(res[0].memory_id).toBe("m-1"); + }); + + it("sends search payload with config", async () => { + const fetchMock = vi.fn(async (input: RequestInfo | URL, init?: RequestInit) => { + const url = typeof input === "string" ? input : input.toString(); + expect(url).toBe("http://localhost:8000/api/v2/memories/search"); + expect(init?.method).toBe("POST"); + const body = JSON.parse(String(init?.body ?? "{}")) as Record; + expect(body).toMatchObject({ + query: "dark mode", + user_id: "u-1", + agent_id: "a-1", + limit: 3, + config: { vector: "on" }, + }); + return new Response( + JSON.stringify({ + success: true, + data: { results: [{ memory_id: 99, content: "prefers dark mode", score: 0.8 }] }, + }), + { status: 200 }, + ); + }); + vi.stubGlobal("fetch", fetchMock); + + const client = new PowerMemV2Client({ + baseUrl: "http://localhost:8000", + userId: "u-1", + agentId: "a-1", + requestConfig: { vector: "on" }, + }); + const res = await client.search("dark mode", 3); + expect(res[0].memory_id).toBe("99"); + }); + + it("posts delete request with config", async () => { + const fetchMock = vi.fn(async (input: RequestInfo | URL, init?: RequestInit) => { + const url = typeof input === "string" ? input : input.toString(); + expect(url).toBe("http://localhost:8000/api/v2/memories/delete/m-9"); + expect(init?.method).toBe("POST"); + const body = JSON.parse(String(init?.body ?? "{}")) as Record; + expect(body).toMatchObject({ + user_id: "u-9", + agent_id: "a-9", + config: { memory_db: { host: "db" } }, + }); + return new Response("", { status: 200 }); + }); + vi.stubGlobal("fetch", fetchMock); + + const client = new PowerMemV2Client({ + baseUrl: "http://localhost:8000", + userId: "u-9", + agentId: "a-9", + requestConfig: { memory_db: { host: "db" } }, + }); + await client.delete("m-9"); + }); +}); diff --git a/test/config.test.ts b/test/config.test.ts index d76284a..af91962 100644 --- a/test/config.test.ts +++ b/test/config.test.ts @@ -10,7 +10,7 @@ import { DEFAULT_AGENT_ID, DEFAULT_PLUGIN_CONFIG, type PowerMemConfig, -} from "../config.js"; +} from "../src/config.js"; describe("powerMemConfigSchema", () => { it("parses valid http config with required fields", () => { @@ -39,7 +39,7 @@ describe("powerMemConfigSchema", () => { inferOnAdd: false, }) as PowerMemConfig; expect(cfg.mode).toBe("cli"); - expect(cfg.pmemPath).toBe("pmem"); + expect(cfg.pmemPath).toBe("bundled"); }); it("infers http when mode omitted but baseUrl is set", () => { @@ -67,6 +67,7 @@ describe("powerMemConfigSchema", () => { expect(DEFAULT_PLUGIN_CONFIG.mode).toBe("cli"); expect(DEFAULT_PLUGIN_CONFIG.baseUrl).toBe(""); expect(DEFAULT_PLUGIN_CONFIG.envFile).toBeUndefined(); + expect(DEFAULT_PLUGIN_CONFIG.pmemPath).toBe("bundled"); expect(DEFAULT_PLUGIN_CONFIG.useOpenClawModel).toBe(true); }); diff --git a/test/dual-write-client.test.ts b/test/dual-write-client.test.ts new file mode 100644 index 0000000..94f34cc --- /dev/null +++ b/test/dual-write-client.test.ts @@ -0,0 +1,95 @@ +import { afterEach, describe, expect, it, vi } from "vitest"; +import { mkdtempSync } from "node:fs"; +import { tmpdir } from "node:os"; +import { join } from "node:path"; +import { DualWriteClient } from "../src/dual-write-client.js"; +import { LocalSqliteStore } from "../src/local-sqlite.js"; + +type StoreHandle = { + store: LocalSqliteStore; +}; + +function createStore(): StoreHandle { + const dir = mkdtempSync(join(tmpdir(), "powermem-dual-")); + const dbPath = join(dir, "dual.sqlite"); + return { store: new LocalSqliteStore(dbPath) }; +} + +describe("DualWriteClient", () => { + let handle: StoreHandle | null = null; + + afterEach(() => { + handle?.store.close(); + handle = null; + }); + + it("queues local writes when remote fails and syncs later", async () => { + handle = createStore(); + const remote = { + health: vi.fn(async () => ({ status: "healthy" })), + add: vi + .fn() + .mockRejectedValueOnce(new Error("down")) + .mockResolvedValueOnce([ + { memory_id: "r-1", content: "remember me", user_id: "u-1", agent_id: "a-1" }, + ]), + search: vi.fn(), + delete: vi.fn(), + }; + const client = new DualWriteClient(remote, handle.store, { + localUserId: "u-1", + localAgentId: "a-1", + syncOnResume: true, + syncBatchSize: 10, + syncMinIntervalMs: 0, + syncBaseDelayMs: 1, + syncMaxDelayMs: 100, + syncMaxRetries: 3, + }); + + const created = await client.add("remember me", { infer: true }); + expect(created[0].memory_id).toBeDefined(); + expect(handle.store.pendingCount()).toBe(1); + + await client.syncPending("test"); + expect(handle.store.pendingCount()).toBe(0); + + const rows = handle.store.search({ + query: "remember me", + limit: 5, + userId: "u-1", + agentId: "a-1", + }); + expect(rows[0]?.remote_id).toBe("r-1"); + }); + + it("falls back to local search when remote fails", async () => { + handle = createStore(); + handle.store.addLocalMemory({ + content: "local only", + userId: "u-2", + agentId: "a-2", + }); + const remote = { + health: vi.fn(async () => ({ status: "healthy" })), + add: vi.fn(), + search: vi.fn(async () => { + throw new Error("remote down"); + }), + delete: vi.fn(), + }; + const client = new DualWriteClient(remote, handle.store, { + localUserId: "u-2", + localAgentId: "a-2", + syncOnResume: true, + syncBatchSize: 10, + syncMinIntervalMs: 0, + syncBaseDelayMs: 1, + syncMaxDelayMs: 100, + syncMaxRetries: 3, + }); + + const results = await client.search("local only", 5); + expect(results[0]?.content).toBe("local only"); + }); +}); diff --git a/test/local-sqlite.test.ts b/test/local-sqlite.test.ts new file mode 100644 index 0000000..4556edf --- /dev/null +++ b/test/local-sqlite.test.ts @@ -0,0 +1,88 @@ +import { afterEach, describe, expect, it } from "vitest"; +import { mkdtempSync } from "node:fs"; +import { tmpdir } from "node:os"; +import { join } from "node:path"; +import { LocalSqliteStore } from "../src/local-sqlite.js"; + +type StoreHandle = { + store: LocalSqliteStore; +}; + +function createStore(): StoreHandle { + const dir = mkdtempSync(join(tmpdir(), "powermem-local-")); + const dbPath = join(dir, "memories.sqlite"); + return { store: new LocalSqliteStore(dbPath) }; +} + +describe("LocalSqliteStore", () => { + let handle: StoreHandle | null = null; + + afterEach(() => { + handle?.store.close(); + handle = null; + }); + + it("stores and searches local memories", () => { + handle = createStore(); + const id = handle.store.addLocalMemory({ + content: "User prefers dark mode", + metadata: { importance: 0.7 }, + userId: "u-1", + agentId: "a-1", + }); + expect(id).toBeGreaterThan(0); + const rows = handle.store.search({ + query: "dark mode", + limit: 5, + userId: "u-1", + agentId: "a-1", + }); + expect(rows[0]?.content).toBe("User prefers dark mode"); + }); + + it("upserts remote memory by remote_id", () => { + handle = createStore(); + handle.store.upsertRemoteMemory({ + remoteId: "r-1", + content: "Initial content", + metadata: { source: "remote" }, + userId: "u-2", + agentId: "a-2", + }); + handle.store.upsertRemoteMemory({ + remoteId: "r-1", + content: "Updated content", + metadata: { source: "remote" }, + userId: "u-2", + agentId: "a-2", + }); + const rows = handle.store.search({ + query: "Updated content", + limit: 5, + userId: "u-2", + agentId: "a-2", + }); + expect(rows[0]?.remote_id).toBe("r-1"); + expect(rows[0]?.content).toBe("Updated content"); + }); + + it("tracks pending queue retries", () => { + handle = createStore(); + handle.store.enqueuePending({ + localMemoryId: 1, + content: "Queue me", + metadata: { source: "local" }, + userId: "u-3", + agentId: "a-3", + infer: true, + }); + const pending = handle.store.listPending(10, false); + expect(pending).toHaveLength(1); + const id = pending[0].id; + handle.store.scheduleRetries([id], new Date(Date.now() + 1000).toISOString()); + const retry = handle.store.listPending(10, false); + expect(retry[0].retries).toBe(1); + handle.store.removePending([id]); + expect(handle.store.pendingCount()).toBe(0); + }); +}); diff --git a/test/openclaw-powermem-env.test.ts b/test/openclaw-powermem-env.test.ts index b92c0be..8880950 100644 --- a/test/openclaw-powermem-env.test.ts +++ b/test/openclaw-powermem-env.test.ts @@ -2,7 +2,7 @@ import { describe, it, expect } from "vitest"; import { buildDefaultSqlitePowermemEnv, buildPowermemCliProcessEnv, -} from "../openclaw-powermem-env.js"; +} from "../src/openclaw-powermem-env.js"; describe("buildDefaultSqlitePowermemEnv", () => { it("sets sqlite under state dir", () => { diff --git a/test/resolve-powermem-cli.test.ts b/test/resolve-powermem-cli.test.ts new file mode 100644 index 0000000..1a519d2 --- /dev/null +++ b/test/resolve-powermem-cli.test.ts @@ -0,0 +1,25 @@ +import { describe, it, expect } from "vitest"; +import { + resolvePmemExecutable, + resolveBundledPowermemCliPath, +} from "../src/resolve-powermem-cli.js"; + +describe("resolvePmemExecutable", () => { + it("auto prefers bundled path when powermem is installed", () => { + const bundled = resolveBundledPowermemCliPath(); + const exe = resolvePmemExecutable("auto"); + if (bundled) { + expect(exe).toBe(bundled); + } else { + expect(exe).toBe("pmem"); + } + }); + + it("pmem passes through", () => { + expect(resolvePmemExecutable("pmem")).toBe("pmem"); + }); + + it("bundled uses the same resolution as auto", () => { + expect(resolvePmemExecutable("bundled")).toBe(resolvePmemExecutable("auto")); + }); +}); diff --git a/tsconfig.json b/tsconfig.json index d6a85f1..c366966 100644 --- a/tsconfig.json +++ b/tsconfig.json @@ -11,6 +11,6 @@ "isolatedModules": true, "types": ["node", "vitest/globals"] }, - "include": ["*.ts", "openclaw-plugin-sdk.d.ts", "test/**/*.ts"], + "include": ["src/**/*.ts", "src/**/*.d.ts", "test/**/*.ts"], "exclude": ["node_modules"] }