diff --git a/comps/dataprep/README.md b/comps/dataprep/README.md
index e69de29bb..3f1aeb07b 100644
--- a/comps/dataprep/README.md
+++ b/comps/dataprep/README.md
@@ -0,0 +1,11 @@
+# Dataprep Microservice
+
+The Dataprep Microservice aims to preprocess the data from various sources, either structured or unstructured data, to text data, and convert the text data to embedding vectors then store them in the database.
+
+# Dataprep Microservice with Redis
+
+For details, please refer to this [readme](redis/README.md)
+
+# Dataprep Microservice with Qdrant
+
+For details, please refer to this [readme](qdrant/README.md)
diff --git a/comps/dataprep/qdrant/README.md b/comps/dataprep/qdrant/README.md
index aaf7d5525..dee7e6585 100644
--- a/comps/dataprep/qdrant/README.md
+++ b/comps/dataprep/qdrant/README.md
@@ -1,3 +1,5 @@
+# Dataprep Microservice with Qdrant
+
 # 🚀Start Microservice with Python
 
 ## Install Requirements
diff --git a/comps/dataprep/redis/README.md b/comps/dataprep/redis/README.md
index 99df58467..6358725eb 100644
--- a/comps/dataprep/redis/README.md
+++ b/comps/dataprep/redis/README.md
@@ -1,4 +1,4 @@
-# Dataprep Microservice
+# Dataprep Microservice with Redis
 
 # 🚀Start Microservice with Python
 
diff --git a/comps/vectorstores/README.md b/comps/vectorstores/README.md
index e69de29bb..c7d75ef80 100644
--- a/comps/vectorstores/README.md
+++ b/comps/vectorstores/README.md
@@ -0,0 +1,11 @@
+# Vectorstores Microservice
+
+The Vectorstores Microservice provides convenient way to start various vector database servers.
+
+# Vectorstores Microservice with Redis
+
+For details, please refer to this [readme](langchain/redis/README.md)
+
+# Vectorstores Microservice with Qdrant
+
+For details, please refer to this [readme](langchain/qdrant/README.md)