diff --git a/basic-search/README.md b/basic-search/README.md
index ddc1f45..fa7c052 100644
--- a/basic-search/README.md
+++ b/basic-search/README.md
@@ -6,7 +6,7 @@ vector record insertion, and basic ANN query against the AVS server using the Py
 ## Prerequisites
 
 1. A Python 3.10 - 3.11 environment and familiarity with the Python programming language (see [Setup Python Virtual Environment](../prism-image-search/README.md#setup-python-virtual-environment)).
-2. An Aerospike Vector Search host (sandbox or local) running AVS 0.11.0 or 0.11.1.
+2. An Aerospike Vector Search host (sandbox or local) running AVS 0.11.1 or newer.
 
 ## Setup build Python Virtual Environment
 
diff --git a/kubernetes/manifests/avs-gke-values-auth.yaml b/kubernetes/manifests/avs-gke-values-auth.yaml
index 15f4eb7..e9799db 100644
--- a/kubernetes/manifests/avs-gke-values-auth.yaml
+++ b/kubernetes/manifests/avs-gke-values-auth.yaml
@@ -91,7 +91,7 @@ image:
   repository: "aerospike/aerospike-vector-search"
   pullPolicy: "IfNotPresent"
   # Overrides the image tag whose default is the chart appVersion.
-  tag: "0.10.0"
+  tag: "0.11.1"
 extraSecretVolumeMounts:
   - name: aerospike-tls
     mountPath: "/etc/ssl/certs"
diff --git a/prism-image-search/README.md b/prism-image-search/README.md
index 4bafbbb..e442a0c 100644
--- a/prism-image-search/README.md
+++ b/prism-image-search/README.md
@@ -53,8 +53,8 @@ description.
 
 
 ## Install using docker compose
-If you have a license key, you can easily set up Aerospike, AVS, and the prism-image-search
-app using `docker-compose`. When using `docker-compose`, you'll need to place your images in `container-volumes/prism/images/static/data`
+If you have a license key, you can easily setup Aerospike, AVS, and the prism-image-search
+app using docker-compose. When using docker-compose, you'll need to place your images in `container-volumes/prism/images/static/data`
 
 ```shell
 ln -s ~/Pictures container-volumes/prism/images/static/data
@@ -72,7 +72,7 @@ Add your features.conf file to `container-volumes/avs/etc/aerospike-vector-searc
 
 ### 3. Start the environment
 ```
-docker-compose up
+docker compose up
 ```
 
 ## Developing
diff --git a/prism-image-search/container-volumes/prism/images/static/data/avs.png b/prism-image-search/container-volumes/prism/images/static/data/avs.png
new file mode 100644
index 0000000..c70a759
Binary files /dev/null and b/prism-image-search/container-volumes/prism/images/static/data/avs.png differ
diff --git a/prism-image-search/docker-compose-dev.yml b/prism-image-search/docker-compose-dev.yml
new file mode 100644
index 0000000..81aa4f1
--- /dev/null
+++ b/prism-image-search/docker-compose-dev.yml
@@ -0,0 +1,53 @@
+services:
+  aerospike:
+    image: aerospike/aerospike-server-enterprise:7.0.0.2
+    ports:
+      - "3000:3000"
+    networks:
+      - avs-demo
+    volumes:
+      - ./container-volumes/aerospike/etc/aerospike:/opt/aerospike/etc/aerospike
+    command:
+      - "--config-file"
+      - "/opt/aerospike/etc/aerospike/aerospike.conf"
+      # use this line to store all index and vector data in the default namespace (test)
+      # - "/opt/aerospike/etc/aerospike/aerospike-single-namespace.conf"
+    healthcheck:
+#      test: [ "CMD", "asinfo", "-U", "admin", "-P", "admin", "-p", "3000", "-v", "build" ]
+      test: [ "CMD", "asinfo", "-p", "3000", "-v", "build" ]
+      interval: 5s
+      timeout: 20s
+      retries: 10
+  avs:
+    image: aerospike/aerospike-vector-search:0.11.1
+    depends_on:
+      aerospike:
+        condition: service_healthy
+    networks:
+      - avs-demo
+    volumes:
+      - ./container-volumes/avs/etc/aerospike-vector-search:/etc/aerospike-vector-search
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://avs:5040/manage/rest/v1"]
+      interval: 5s
+      timeout: 20s
+      retries: 10
+  app:
+    image: prism:latest
+    depends_on: 
+      avs:
+        condition: service_healthy
+    ports:
+      - "8080:8080"
+    networks:
+      - avs-demo
+    environment:
+      AVS_HOST: avs
+      AVS_PORT: "5000"
+      APP_NUM_QUOTES: "5000"
+      GRPC_DNS_RESOLVER: native
+    volumes:
+      - ./container-volumes/prism/images:/prism/static/images/data
+
+networks:
+  avs-demo: {}
diff --git a/prism-image-search/docker-compose.yml b/prism-image-search/docker-compose.yml
index 81aa4f1..54d74db 100644
--- a/prism-image-search/docker-compose.yml
+++ b/prism-image-search/docker-compose.yml
@@ -33,7 +33,7 @@ services:
       timeout: 20s
       retries: 10
   app:
-    image: prism:latest
+    image: aerospike/prism-search-example:latest
     depends_on: 
       avs:
         condition: service_healthy
diff --git a/quote-semantic-search/docker-compose-dev.yml b/quote-semantic-search/docker-compose-dev.yml
new file mode 100644
index 0000000..44f227d
--- /dev/null
+++ b/quote-semantic-search/docker-compose-dev.yml
@@ -0,0 +1,55 @@
+services:
+  aerospike:
+    image: aerospike/aerospike-server-enterprise:7.0.0.2
+    # ports:
+    #   - "3000:3000"
+    networks:
+      - avs-demo
+    volumes:
+      - ./container-volumes/aerospike/etc/aerospike:/opt/aerospike/etc/aerospike
+    command:
+      - "--config-file"
+      - "/opt/aerospike/etc/aerospike/aerospike.conf"
+      # use this line to store all index and vector data in the default namespace (test)
+      # - "/opt/aerospike/etc/aerospike/aerospike-single-namespace.conf"
+    healthcheck:
+#      test: [ "CMD", "asinfo", "-U", "admin", "-P", "admin", "-p", "3000", "-v", "build" ]
+      test: [ "CMD", "asinfo", "-p", "3000", "-v", "build" ]
+      interval: 5s
+      timeout: 20s
+      retries: 10
+  avs:
+    depends_on:
+      aerospike:
+        condition: service_healthy
+    image: aerospike/aerospike-vector-search:0.11.1
+    # ports:
+    #   - "5002:5002"
+    networks:
+      - avs-demo
+    volumes:
+      - ./container-volumes/avs/etc/aerospike-vector-search:/etc/aerospike-vector-search
+    healthcheck:
+      test: ["CMD", "curl", "-f", "http://avs:5040/manage/rest/v1"]
+      interval: 5s
+      timeout: 20s
+      retries: 10
+  app:
+    image: quote-search:latest
+    depends_on:
+      avs:
+        condition: service_healthy
+    ports:
+      - "8080:8080"
+    networks:
+      - avs-demo
+    volumes:
+      - ./container-volumes/quote-search/data:/container-volumes/quote-search/data
+    environment:
+      AVS_HOST: avs
+      AVS_PORT: "5000"
+      APP_NUM_QUOTES: "5000"
+      GRPC_DNS_RESOLVER: native
+
+networks:
+  avs-demo: {}
\ No newline at end of file
diff --git a/quote-semantic-search/docker-compose.yml b/quote-semantic-search/docker-compose.yml
index c90c4a7..473dddb 100644
--- a/quote-semantic-search/docker-compose.yml
+++ b/quote-semantic-search/docker-compose.yml
@@ -35,7 +35,7 @@ services:
       timeout: 20s
       retries: 10
   app:
-    image: quote-search
+    image: aerospike/quote-search-example:latest
     depends_on:
       avs:
         condition: service_healthy