update local source develop guide

Author: hjlarry

en/self-host/advanced-deployments/local-source-code.mdx

@@ -31,7 +31,9 @@ A series of middlewares for storage (e.g. PostgreSQL / Redis / Weaviate (if not
 ```Bash
 cd docker
 cp middleware.env.example middleware.env
-docker compose -f docker-compose.middleware.yaml up -d
+# change the profile to mysql if you are not using postgres
+# change the profile to other vector database if you are not using weaviate
+docker compose -f docker-compose.middleware.yaml --profile postgresql --profile weaviate -p dify up -d
 ```
 
 ---
@@ -75,7 +77,7 @@ The backend services include
     [uv](https://docs.astral.sh/uv/getting-started/installation/) is used to manage dependencies.
     Install the required dependencies with `uv` by running:
     ```
-    uv sync
+    uv sync --dev
     ```
     > For macOS: install libmagic with `brew install libmagic`.
 
@@ -111,14 +113,14 @@ To consume asynchronous tasks from the queue, such as dataset file import and da
 
 - for macOS or Linux
     ```
-    uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,generation,mail,ops_trace
+    uv run celery -A app.celery worker -P gevent -c 1 --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor
     ```
 
     If you are using a Windows system to start the Worker service, please use the following command instead:
 
 - for Windows
     ```
-    uv run celery -A app.celery worker -P solo --without-gossip --without-mingle -Q dataset,generation,mail,ops_trace --loglevel INFO
+    uv run celery -A app.celery worker -P solo --without-gossip --without-mingle --loglevel INFO -Q dataset,priority_dataset,priority_pipeline,pipeline,mail,ops_trace,app_deletion,plugin,workflow_storage,conversation,workflow,schedule_poller,schedule_executor,triggered_workflow_dispatcher,trigger_refresh_executor
     ```
 
     Expected output:
@@ -189,6 +191,14 @@ To consume asynchronous tasks from the queue, such as dataset file import and da
     2025-04-28 17:07:15,742 INFO [pidbox.py:111]  pidbox: Connected to redis://:**@localhost:6379/1.
     ```
 
+### Start the Beat service
+
+Additionally, if you want to debug the celery scheduled tasks or run the Schedule Trigger node, you can run the following command in another terminal to start the beat service:
+
+```bash
+uv run celery -A app.celery beat
+```
+
 ---
 
 ## Setup Web Service