diff --git a/deployment/environment.yaml b/deployment/environment.yaml
index cb5a308f..4d011878 100644
--- a/deployment/environment.yaml
+++ b/deployment/environment.yaml
@@ -1,6 +1,8 @@
 $schema: https://azuremlschemas.azureedge.net/latest/environment.schema.json
-image: mcr.microsoft.com/azureml/promptflow/promptflow-runtime:latest
-  # inference config is used to build a serving container for online deployments
+build:
+  path: image_build_with_requirements
+  dockerfile_path: Dockerfile
+# inference config is used to build a serving container for online deployments
 inference_config:
   liveness_route:
     path: /health
diff --git a/deployment/image_build_with_requirements/Dockerfile b/deployment/image_build_with_requirements/Dockerfile
new file mode 100644
index 00000000..942c8c97
--- /dev/null
+++ b/deployment/image_build_with_requirements/Dockerfile
@@ -0,0 +1,3 @@
+FROM mcr.microsoft.com/azureml/promptflow/promptflow-runtime:latest
+COPY ./requirements.txt .
+RUN pip install -r requirements.txt
\ No newline at end of file
diff --git a/deployment/image_build_with_requirements/requirements.txt b/deployment/image_build_with_requirements/requirements.txt
new file mode 100644
index 00000000..69a21e8c
--- /dev/null
+++ b/deployment/image_build_with_requirements/requirements.txt
@@ -0,0 +1,12 @@
+azure-cosmos
+azure-ai-ml
+azure-ai-resources
+azure-search-documents==11.4.0
+promptflow==1.11.0
+promptflow[azure]==1.11.0
+promptflow-tools==1.4.0
+azure-identity==1.16.0
+python-dotenv==1.0.1
+jsonlines
+promptflow.evals
+nbconvert
\ No newline at end of file