diff --git a/adapter-venice/src/main/resources/scripts/create-store.sh b/adapter-venice/src/main/resources/scripts/create-store.sh
index 270590d66..b2ee848db 100755
--- a/adapter-venice/src/main/resources/scripts/create-store.sh
+++ b/adapter-venice/src/main/resources/scripts/create-store.sh
@@ -4,9 +4,9 @@
 
 set -x -e
 HERE=$(dirname $0)
+# move to the directory with the Schema files
 cd $HERE
-
-jar=binaries/*admin-tool-all*.jar
+jar=../../../../target/venice-admin-tool-all.jar 
 storeName=$1
 url=http://localhost:5555
 clusterName=venice-cluster0
@@ -16,9 +16,8 @@ valueSchema=value.avsc
 # create the store
 java -jar $jar --new-store --url $url --cluster $clusterName  --store $storeName --key-schema-file $keySchema --value-schema-file $valueSchema --hybrid-data-replication-policy NON_AGGREGATE
 
-
-# enable incremental push and disable read quota
-java -jar $jar --update-store --url $url --cluster $clusterName  --store $storeName --storage-quota -1 --incremental-push-enabled true --hybrid-data-replication-policy NON_AGGREGATE --read-quota 1000000
+# enable incremental push, disable read quota and set NON_AGGREGATE hybrid-data-replication-policy
+java -jar $jar --update-store --url $url --cluster $clusterName  --store $storeName --storage-quota -1 --incremental-push-enabled true --hybrid-data-replication-policy NON_AGGREGATE --read-quota 1000000 --hybrid-rewind-seconds 86400 --hybrid-offset-lag 1000
 
 # create the first version of the store
 java -jar $jar --empty-push --url $url --cluster $clusterName --store $storeName --push-id init --store-size 1000
diff --git a/adapter-venice/src/main/resources/scripts/download.sh b/adapter-venice/src/main/resources/scripts/download.sh
index 9d47cb05d..0bab7bba0 100755
--- a/adapter-venice/src/main/resources/scripts/download.sh
+++ b/adapter-venice/src/main/resources/scripts/download.sh
@@ -4,7 +4,7 @@
 set -x -e
 HERE=$(realpath $(dirname $0))
 VENICETOOLSURL=https://github.com/datastax/venice/releases/download/ds-0.4.17-alpha-12/venice-admin-tool-all.jar
-BINDIR=$HERE/binaries
+BINDIR=$HERE/../../../../target
 rm -Rf $BINDIR
 mkdir $BINDIR
 pushd $BINDIR
diff --git a/adapter-venice/src/main/resources/venice.md b/adapter-venice/src/main/resources/venice.md
index 09ca42599..015d1bdfb 100644
--- a/adapter-venice/src/main/resources/venice.md
+++ b/adapter-venice/src/main/resources/venice.md
@@ -27,7 +27,12 @@ cd adapter-venice/src/main/resources/scripts
 ./create-store.sh store1
 ```
 
-Then you can populate the store with some data using NB:
+The script creates a Venice store with the given Key and Value schemas defined in the key.avsc and value.avsc files.
+Please ensure that you set the same schemas on your workload configuration files (keySchema and valueSchema).
+
+Then you can populate the store with some data using NB.
+
+Open a new terminal and run:
 
 ```bash
 java -jar nb5/target/nb5.jar run driver=venice  workload=adapter-venice/src/main/resources/venice_writer.yaml store_name=store1 router_url=http://localhost:7777 cycles=100000 -v --report-summary-to stdout:60  --report-csv-to reports