Fix DashScope rerank path and optimize batch embedding

index.ts

@@ -86,16 +86,18 @@ import { analyzeIntent, applyCategoryBoost } from "./src/intent-analyzer.js";
 
 interface PluginConfig {
   embedding: {
-    provider: "openai-compatible";
+    provider: "openai-compatible" | "azure-openai" | "dashscope";
     apiKey: string | string[];
     model?: string;
     baseURL?: string;
     dimensions?: number;
+    timeoutMs?: number;
     omitDimensions?: boolean;
     taskQuery?: string;
     taskPassage?: string;
     normalized?: boolean;
     chunking?: boolean;
+    enableFusion?: boolean;
   };
   dbPath?: string;
   autoCapture?: boolean;
@@ -1659,16 +1661,18 @@ const memoryLanceDBProPlugin = {
     // Initialize core components
     const store = new MemoryStore({ dbPath: resolvedDbPath, vectorDim });
     const embedder = createEmbedder({
-      provider: "openai-compatible",
+      provider: config.embedding.provider,
       apiKey: config.embedding.apiKey,
       model: config.embedding.model || "text-embedding-3-small",
       baseURL: config.embedding.baseURL,
       dimensions: config.embedding.dimensions,
+      timeoutMs: config.embedding.timeoutMs,
       omitDimensions: config.embedding.omitDimensions,
       taskQuery: config.embedding.taskQuery,
       taskPassage: config.embedding.taskPassage,
       normalized: config.embedding.normalized,
       chunking: config.embedding.chunking,
+      enableFusion: config.embedding.enableFusion,
     });
     // Initialize decay engine
     const decayEngine = createDecayEngine({
@@ -2014,7 +2018,7 @@ const memoryLanceDBProPlugin = {
 
     // Dual-memory model warning: help users understand the two-layer architecture
     // Runs synchronously and logs warnings; does NOT block gateway startup.
-    api.logger.info(
+    logReg(
       `[memory-lancedb-pro] memory_recall queries the plugin store (LanceDB), not MEMORY.md.\n` +
       `  - Plugin memory (LanceDB) = primary recall source for semantic search\n` +
       `  - MEMORY.md / memory/YYYY-MM-DD.md = startup context / journal only\n` +
@@ -3658,9 +3662,14 @@ const memoryLanceDBProPlugin = {
     // Service Registration
     // ========================================================================
 
-    api.registerService({
-      id: "memory-lancedb-pro",
-      start: async () => {
+    if (isCliMode()) {
+      api.logger.debug(
+        "memory-lancedb-pro: skipping background service registration in CLI mode",
+      );
+    } else {
+      api.registerService({
+        id: "memory-lancedb-pro",
+        start: async () => {
         // IMPORTANT: Do not block gateway startup on external network calls.
         // If embedding/retrieval tests hang (bad network / slow provider), the gateway
         // may never bind its HTTP port, causing restart timeouts.
@@ -3749,15 +3758,16 @@ const memoryLanceDBProPlugin = {
         // Run initial backup after a short delay, then schedule daily
         setTimeout(() => void runBackup(), 60_000); // 1 min after start
         backupTimer = setInterval(() => void runBackup(), BACKUP_INTERVAL_MS);
-      },
-      stop: async () => {
-        if (backupTimer) {
-          clearInterval(backupTimer);
-          backupTimer = null;
-        }
-        api.logger.info("memory-lancedb-pro: stopped");
-      },
-    });
+        },
+        stop: async () => {
+          if (backupTimer) {
+            clearInterval(backupTimer);
+            backupTimer = null;
+          }
+          api.logger.info("memory-lancedb-pro: stopped");
+        },
+      });
+    }
   },
 };
 
@@ -3832,7 +3842,10 @@ export function parsePluginConfig(value: unknown): PluginConfig {
 
   return {
     embedding: {
-      provider: "openai-compatible",
+      provider:
+        embedding.provider === "azure-openai" || embedding.provider === "dashscope"
+          ? embedding.provider
+          : "openai-compatible",
       apiKey,
       model:
         typeof embedding.model === "string"
@@ -3865,6 +3878,10 @@ export function parsePluginConfig(value: unknown): PluginConfig {
         typeof embedding.chunking === "boolean"
           ? embedding.chunking
           : undefined,
+      enableFusion:
+        typeof embedding.enableFusion === "boolean"
+          ? embedding.enableFusion
+          : undefined,
     },
     dbPath: typeof cfg.dbPath === "string" ? cfg.dbPath : undefined,
     autoCapture: cfg.autoCapture !== false,

openclaw.plugin.json

@@ -4,7 +4,9 @@
   "description": "Enhanced LanceDB-backed long-term memory with hybrid retrieval, multi-scope isolation, long-context chunking, and management CLI",
   "version": "1.1.0-beta.10",
   "kind": "memory",
-  "skills": ["./skills"],
+  "skills": [
+    "./skills"
+  ],
   "configSchema": {
     "type": "object",
     "additionalProperties": false,
@@ -17,7 +19,8 @@
             "type": "string",
             "enum": [
               "openai-compatible",
-              "azure-openai"
+              "azure-openai",
+              "dashscope"
             ]
           },
           "apiKey": {
@@ -71,6 +74,11 @@
           "apiVersion": {
             "type": "string",
             "description": "API version for Azure OpenAI (e.g. 2024-02-01). Only used when provider is azure-openai."
+          },
+          "enableFusion": {
+            "type": "boolean",
+            "default": true,
+            "description": "DashScope multimodal embedding option. When true, each single input call returns one fused vector."
           }
         },
         "required": [
@@ -161,7 +169,12 @@
       },
       "recallMode": {
         "type": "string",
-        "enum": ["full", "summary", "adaptive", "off"],
+        "enum": [
+          "full",
+          "summary",
+          "adaptive",
+          "off"
+        ],
         "default": "full",
         "description": "Auto-recall depth mode. 'full': inject with configured per-item budget. 'summary': L0 abstracts only (compact). 'adaptive': analyze query intent to auto-select category and depth. 'off': disable auto-recall injection."
       },
@@ -260,23 +273,78 @@
             "type": "object",
             "additionalProperties": false,
             "properties": {
-              "utility": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.1 },
-              "confidence": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.1 },
-              "novelty": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.1 },
-              "recency": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.1 },
-              "typePrior": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.6 }
+              "utility": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.1
+              },
+              "confidence": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.1
+              },
+              "novelty": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.1
+              },
+              "recency": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.1
+              },
+              "typePrior": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.6
+              }
             }
           },
           "typePriors": {
             "type": "object",
             "additionalProperties": false,
             "properties": {
-              "profile": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.95 },
-              "preferences": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.9 },
-              "entities": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.75 },
-              "events": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.45 },
-              "cases": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.8 },
-              "patterns": { "type": "number", "minimum": 0, "maximum": 1, "default": 0.85 }
+              "profile": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.95
+              },
+              "preferences": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.9
+              },
+              "entities": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.75
+              },
+              "events": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.45
+              },
+              "cases": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.8
+              },
+              "patterns": {
+                "type": "number",
+                "minimum": 0,
+                "maximum": 1,
+                "default": 0.85
+              }
             }
           }
         }

package.json

@@ -51,10 +51,10 @@
     "version": "node scripts/sync-plugin-version.mjs openclaw.plugin.json package.json && git add openclaw.plugin.json"
   },
   "optionalDependencies": {
-    "@lancedb/lancedb-darwin-x64": "^0.26.2",
     "@lancedb/lancedb-darwin-arm64": "^0.26.2",
-    "@lancedb/lancedb-linux-x64-gnu": "^0.26.2",
+    "@lancedb/lancedb-darwin-x64": "0.22.3",
     "@lancedb/lancedb-linux-arm64-gnu": "^0.26.2",
+    "@lancedb/lancedb-linux-x64-gnu": "^0.26.2",
     "@lancedb/lancedb-win32-x64-msvc": "^0.26.2"
   },
   "devDependencies": {