suppor multi memory gen

api/schedule/user_memory_generate_task.py

@@ -1,4 +1,5 @@
 import time
+import uuid
 from datetime import datetime
 from typing import Optional
 
@@ -18,24 +19,49 @@ def user_memory_generate_task():
     click.echo(click.style("Starting user memory generate task.", fg="green"))
     start_at = time.perf_counter()
 
-    # Filter by app_id if provided
-    app_id = dify_config.DEFAULT_APP_ID
-    if app_id == "":
-        click.echo(click.style("No app_id provided, skipping memory generation.", fg="yellow"))
-        return
-
     memory_app_id = dify_config.MEMORY_GENERATION_APP_ID
     if memory_app_id == "":
         click.echo(click.style("No memory generation app_id provided, skipping memory generation.", fg="yellow"))
         return
 
+    app_ids = (
+        dify_config.NEED_MEMORY_GENERATION_APP_IDS.split(",")
+        if dify_config.NEED_MEMORY_GENERATION_APP_IDS
+        else [dify_config.DEFAULT_APP_ID]
+    )
+
+    if len(app_ids) == 0:
+        click.echo(click.style("No app_id provided, skipping memory generation.", fg="yellow"))
+        return
+
+    for app_id in app_ids:
+        if len(app_id) == 0:
+            click.echo(click.style(f"Invalid app_id: {app_id}", fg="red"))
+            return
+
+    for app_id in app_ids:
+        update_memory_for_appid(app_id, memory_app_id)
+
+    end_at = time.perf_counter()
+    click.echo(
+        click.style(
+            f"Updated memory for app_id {app_ids} users memory. Latency: {end_at - start_at}",
+            fg="green",
+        )
+    )
+
+
+def update_memory_for_appid(app_id: str, memory_app_id: str):
+    """Update memory for a given app_id."""
     users_to_update = fetch_users_to_update(app_id)
 
     if users_to_update is None or len(users_to_update) == 0:
         click.echo(click.style("No users to update.", fg="green"))
         return
 
-    click.echo(click.style(f"Found {len(users_to_update)} users who need memory updates.", fg="green"))
+    click.echo(
+        click.style(f"Found {len(users_to_update)} users who need memory updates. for app_id {app_id}", fg="green")
+    )
 
     updated_users_count = 0
     batch_size = 10
@@ -45,24 +71,24 @@ def user_memory_generate_task():
         batch = users_to_update[i : i + batch_size]
 
         try:
-            for user in batch:
-                process_user(user, memory_app_id, app_id)
-                updated_users_count += 1
+            # Process users in parallel
+            from concurrent.futures import ThreadPoolExecutor
+
+            with ThreadPoolExecutor(max_workers=min(len(batch), 5)) as executor:
+                futures = [executor.submit(process_user, user, memory_app_id, app_id) for user in batch]
+                # Wait for all futures to complete
+                for future in futures:
+                    future.result()  # This will raise any exceptions that occurred
+
+            updated_users_count += len(batch)
 
             # Commit after each batch
             db.session.commit()
         except Exception as e:
-            click.echo(click.style(f"Error updating memory for user {user.id}: {str(e)}", fg="red"))
+            user_ids = [user.id for user in batch]
+            click.echo(click.style(f"Error updating memory for user {user_ids}: {str(e)}", fg="red"))
             db.session.rollback()
 
-    end_at = time.perf_counter()
-    click.echo(
-        click.style(
-            f"Updated memory for {updated_users_count} users memory. Latency: {end_at - start_at}",
-            fg="green",
-        )
-    )
-
 
 def fetch_users_to_update(app_id: str):
     """Fetch users to update memory for."""
@@ -128,8 +154,7 @@ def process_user(user: EndUser, memory_app_id: str, app_id: str):
     # Format messages for input - safely handle missing query attributes
     message_texts = []
     for msg in latest_messages:
-        click.echo(click.style(f"Message: {msg.query} & {msg.answer}", fg="green"))
-        message_texts.append(f"user: {msg.query}\nassistant: {msg.answer}")
+        message_texts.append(f"user: {msg.query}\nassistant: {msg.answer}\n")
 
     # If no valid messages remain, exit early
     if not message_texts:

docker/.env.example

@@ -943,6 +943,7 @@ ALLOW_REGISTER=true
 DEFAULT_APP_ID=
 DEFAULT_TENANT_ID=
 DEBUG_EMAIL_CODE_FOR_LOGIN=
+NEED_MEMORY_GENERATION_APP_IDS=
 
 # User memory generate task interval in minutes
 USER_MEMORY_GENERATE_TASK_INTERVAL=5

docker/docker-compose.yaml

@@ -396,6 +396,7 @@ x-shared-env: &shared-api-worker-env
   DEFAULT_APP_ID: ${DEFAULT_APP_ID:-}
   DEFAULT_TENANT_ID: ${DEFAULT_TENANT_ID:-}
   DEBUG_EMAIL_CODE_FOR_LOGIN: ${DEBUG_EMAIL_CODE_FOR_LOGIN:-}
+  NEED_MEMORY_GENERATION_APP_IDS: ${NEED_MEMORY_GENERATION_APP_IDS:-}
   USER_MEMORY_GENERATE_TASK_INTERVAL: ${USER_MEMORY_GENERATE_TASK_INTERVAL:-5}
   MEMORY_GENERATION_APP_ID: ${MEMORY_GENERATION_APP_ID:-}