diff --git a/.github/workflows/vdb-tests.yml b/.github/workflows/vdb-tests.yml
index c7ded0ba850348..3e9532a383e1cd 100644
--- a/.github/workflows/vdb-tests.yml
+++ b/.github/workflows/vdb-tests.yml
@@ -51,7 +51,24 @@ jobs:
       - name: Expose Service Ports
         run: sh .github/workflows/expose_service_ports.sh
 
-      - name: Set up Vector Stores (TiDB)
+      - name: Set up Vector Stores (Weaviate, Qdrant, PGVector, Milvus, PgVecto-RS, Chroma, MyScale, ElasticSearch, Couchbase)
+        uses: hoverkraft-tech/compose-action@v2.0.2
+        with:
+          compose-file: |
+            docker/docker-compose.yaml
+          services: |
+            weaviate
+            qdrant
+            couchbase-server
+            etcd
+            minio
+            milvus-standalone
+            pgvecto-rs
+            pgvector
+            chroma
+            elasticsearch
+
+      - name: Set up Vector Store (TiDB)
         uses: hoverkraft-tech/compose-action@v2.0.2
         with:
           compose-file: |
@@ -65,4 +82,4 @@ jobs:
         run: poetry run -C api python api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
 
       - name: Test Vector Stores
-        run: poetry run -C api pytest api/tests/integration_tests/vdb/tidb_vector
+        run: poetry run -C api bash dev/pytest/pytest_vdb.sh
diff --git a/api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py b/api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
index a4286232ceebdf..84e8feb6db37ec 100644
--- a/api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
+++ b/api/tests/integration_tests/vdb/tidb_vector/check_tiflash_ready.py
@@ -37,7 +37,7 @@ def main():
     for attempt in range(attempts):
         try:
             create_table()
-            break  # 如果成功，则退出循环
+            break
         except Exception as e:
             print(f"TiFlash is not ready. Exception: {e}")
             print(f"Attempt {attempt + 1} failed，retry in {retry_wait_seconds} seconds...")
diff --git a/docker/tidb/config/tiflash-learner-nightly.toml b/docker/tidb/config/tiflash-learner-nightly.toml
index 60daa3f428d97d..9bbb1569a4613c 100644
--- a/docker/tidb/config/tiflash-learner-nightly.toml
+++ b/docker/tidb/config/tiflash-learner-nightly.toml
@@ -1,11 +1,5 @@
 log-file = "/logs/tiflash_tikv.log"
 
-[readpool]
-
-[readpool.coprocessor]
-
-[readpool.storage]
-
 [server]
 engine-addr = "tiflash:4030"
 addr = "0.0.0.0:20280"
@@ -14,32 +8,3 @@ status-addr = "tiflash:20292"
 
 [storage]
 data-dir = "/data/flash"
-
-[pd]
-
-[metric]
-
-[raftstore]
-capacity = "10GB"
-
-[coprocessor]
-
-[rocksdb]
-wal-dir = ""
-
-[rocksdb.defaultcf]
-
-[rocksdb.lockcf]
-
-[rocksdb.writecf]
-
-[raftdb]
-
-[raftdb.defaultcf]
-
-[security]
-ca-path = ""
-cert-path = ""
-key-path = ""
-
-[import]
\ No newline at end of file