1 files changed, 16 insertions, 4 deletions
diff --git a/tools/compare-models/src/bookmarkProcessor.ts b/tools/compare-models/src/bookmarkProcessor.ts
index 910957fe..21280b97 100644
--- a/tools/compare-models/src/bookmarkProcessor.ts
+++ b/tools/compare-models/src/bookmarkProcessor.ts
@@ -1,4 +1,7 @@
-import type { InferenceClient } from "./inferenceClient";
+import type { InferenceClient } from "@karakeep/shared/inference";
+import { buildTextPrompt } from "@karakeep/shared/prompts";
+
+import { inferTags } from "./inferenceClient";
 import type { Bookmark } from "./types";
 
 export async function extractBookmarkContent(
@@ -35,9 +38,9 @@ export async function extractBookmarkContent(
 
 export async function runTaggingForModel(
   bookmark: Bookmark,
-  model: string,
   inferenceClient: InferenceClient,
   lang: string = "english",
+  contextLength: number = 8000,
 ): Promise<string[]> {
   const content = await extractBookmarkContent(bookmark);
 
@@ -46,11 +49,20 @@ export async function runTaggingForModel(
   }
 
   try {
-    const tags = await inferenceClient.inferTags(content, model, lang, []);
+    // Use the shared prompt builder with empty custom prompts and default tag style
+    const prompt = await buildTextPrompt(
+      lang,
+      [], // No custom prompts for comparison tool
+      content,
+      contextLength,
+      "as-generated", // Use tags as generated by the model
+    );
+
+    const tags = await inferTags(inferenceClient, prompt);
     return tags;
   } catch (error) {
     throw new Error(
-      `Failed to generate tags with ${model}: ${error instanceof Error ? error.message : String(error)}`,
+      `Failed to generate tags: ${error instanceof Error ? error.message : String(error)}`,
     );
   }
 }