Use a custom environment that includes python requirements (#134)

Azure-Samples · Jun 11, 2024 · 7d69f94 · 7d69f94
1 parent 431b709
commit 7d69f94
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diff --git 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
@@ -0,0 +1,3 @@
+FROM mcr.microsoft.com/azureml/promptflow/promptflow-runtime:latest
+COPY ./requirements.txt .
+RUN pip install -r requirements.txt
diff --git a/deployment/image_build_with_requirements/requirements.txt 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