pre comimt

Author: yuan.wang

evaluation/scripts/utils/client.py

@@ -250,6 +250,13 @@ def search(self, query, user_id, top_k):
                 for i in text_mem_res:
                     i.update({"memory": i.pop("memory_value")})
 
+                pref_instructions = """
+# Note:
+Plaintext memory are summaries of facts, while preference memories are summaries of user preferences.
+Your response must not violate any of the user's preferences, whether explicit or implicit, and briefly explain why you answer this way to avoid conflicts.
+When encountering preference conflicts, the priority is: explicit preference > implicit preference > plaintext memory.
+"""
+
                 explicit_prefs = [
                     p["preference"]
                     for p in pref_mem_res
@@ -273,7 +280,7 @@ def search(self, query, user_id, top_k):
                         + "\n".join(f"{i + 1}. {p}" for i, p in enumerate(implicit_prefs))
                     )
 
-                pref_string = "\n".join(pref_parts)
+                pref_string = "\n".join(pref_parts) + pref_instructions
 
                 return {"text_mem": [{"memories": text_mem_res}], "pref_string": pref_string}
             except Exception as e: