Add models.config to serve all versions of the model simultaneously

Dockerfile.serving-api

@@ -1,12 +1,13 @@
 FROM tensorflow/serving
 
-ENV MODEL_BASE_PATH=/models
-ENV MODEL_NAME=sqli_model
 ENV KMP_AFFINITY=noverbose
 ENV TF_CPP_MIN_LOG_LEVEL=3
 
 WORKDIR /models
 COPY ./sqli_model /models/sqli_model
+COPY ./models.config /models/models.config
 
 EXPOSE 8500
 EXPOSE 8501
+
+CMD ["--model_config_file=/models/models.config"]

models.config

@@ -0,0 +1,8 @@
+model_config_list {
+  config {
+    name: 'sqli_model'
+    base_path: '/models/sqli_model'
+    model_platform: "tensorflow"
+    model_version_policy: {all{}}
+  }
+}