diff --git a/docs/Makefile b/docs/Makefile
index 02b3348a8088..5d1e38183bb1 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -56,10 +56,7 @@ interactive-sdk:
 	@cd ${WORKING_DIR}/../flex/interactive/sdk/ && ./generate_sdk.sh -g java \
 		&& ./generate_sdk.sh -g python
 
-	# copy the generated files to ${WORKING_DIR}/flex/interactive/development/
-	@cp -r ${WORKING_DIR}/../flex/interactive/sdk/java/docs/* ${WORKING_DIR}/flex/interactive/development/java/
-	@cp -r ${WORKING_DIR}/../flex/interactive/sdk/python/docs/* ${WORKING_DIR}/flex/interactive/development/python/
-
+	@cd ${WORKING_DIR}/../flex/interactive/sdk/ && bash generate_sdk_doc.sh -o ${WORKING_DIR}/flex/interactive/development/
 
 doxygen: interactive-sdk
 	@mkdir -p _build
diff --git a/docs/flex/interactive/deployment.md b/docs/flex/interactive/deployment.md
index 676aa74c7bbb..d7bb3748c93b 100644
--- a/docs/flex/interactive/deployment.md
+++ b/docs/flex/interactive/deployment.md
@@ -1,4 +1,4 @@
-# GraphScope Interactive Deployment
+# Deployment
 
 ## Deploy with docker
 
diff --git a/docs/flex/interactive/development/restful_api.md b/docs/flex/interactive/development/restful_api.md
index 43d71e9930d6..9a788e5463e2 100644
--- a/docs/flex/interactive/development/restful_api.md
+++ b/docs/flex/interactive/development/restful_api.md
@@ -47,7 +47,7 @@ This API lists all graphs currently managed by the Interactive service, providin
 
 #### Curl Command Example
 ```bash
-curl -X GET -H "Content-Type: application/json" "http://[host]/v1/graph"
+curl -X GET -H "Content-Type: application/json" "http://{INTERACTIVE_ENDPOINT}/v1/graph"
 ```
 
 #### Expected Response
@@ -312,7 +312,7 @@ This API create a new graph according to the specified schema in request body.
 
 #### Curl Command Example
 ```bash
-curl -X POST  -H "Content-Type: application/json" -d @path/to/yourfile.json  "http://[host]/v1/graph"
+curl -X POST  -H "Content-Type: application/json" -d @path/to/yourfile.json  "http://{INTERACTIVE_ENDPOINT}/v1/graph"
 ```
 
 #### Expected Response
@@ -343,7 +343,7 @@ Delete a graph by name, including schema, indices and stored procedures.
 
 #### Curl Command Example
 ```bash
-curl -X DELETE  -H "Content-Type: application/json" "http://[host]/v1/graph/{graph_id}"
+curl -X DELETE  -H "Content-Type: application/json" "http://{INTERACTIVE_ENDPOINT}/v1/graph/{graph_id}"
 ```
 
 #### Expected Response
@@ -371,7 +371,7 @@ Get the schema for the specified graph.
 
 #### Curl Command Example
 ```bash
-curl -X GET  -H "Content-Type: application/json" "http://[host]/v1/graph/{graph_id}"
+curl -X GET  -H "Content-Type: application/json" "http://{INTERACTIVE_ENDPOINT}/v1/graph/{graph_id}"
 ```
 
 
@@ -695,7 +695,7 @@ Client can use the returned job_id to [query the status of job](#getjobbyid-jobm
 
 #### Curl Command Example
 ```bash
-curl -X POST -H "Content-Type: application/json" -d @path/to/json "http://[host]/v1/graph/{graph_id}/dataloading"
+curl -X POST -H "Content-Type: application/json" -d @path/to/json "http://{INTERACTIVE_ENDPOINT}/v1/graph/{graph_id}/dataloading"
 ```
 
 #### Expected Response
@@ -737,7 +737,7 @@ Create a new stored procedure.
 
 #### Curl Command Example
 ```bash
-curl -X POST -H "Content-Type: application/json" -d @/path/to/json "http://[host]/v1/graph/{graph_id}/procedure"
+curl -X POST -H "Content-Type: application/json" -d @/path/to/json "http://{INTERACTIVE_ENDPOINT}/v1/graph/{graph_id}/procedure"
 ```
 
 
@@ -768,7 +768,7 @@ List all procedures bound to a graph.
 
 #### Curl Command Example
 ```bash
-curl -X GET -H "Content-Type: application/json" "http://[host]/v1/graph/{graph_id}/procedure"
+curl -X GET -H "Content-Type: application/json" "http://{INTERACTIVE_ENDPOINT}/v1/graph/{graph_id}/procedure"
 ```
 
 #### Expected Response
@@ -826,7 +826,7 @@ Get a single procedure's metadata.
 
 #### Curl Command Example
 ```bash
-curl -X GET  -H "Content-Type: application/json" "http://[host]/v1/graph/{graph_id}/procedure/{procedure_id}"
+curl -X GET  -H "Content-Type: application/json" "http://{INTERACTIVE_ENDPOINT}/v1/graph/{graph_id}/procedure/{procedure_id}"
 ```
 
 
@@ -891,7 +891,7 @@ Update a procedure's metadata, enable/disable status, description. The procedure
 
 #### Curl Command Example
 ```bash
-curl -X PUT  -H "Content-Type: application/json" -d @/path/to/json "http://[host]//v1/graph/{graph_id}/procedure/{procedure_id}"
+curl -X PUT  -H "Content-Type: application/json" -d @/path/to/json "http://{INTERACTIVE_ENDPOINT}//v1/graph/{graph_id}/procedure/{procedure_id}"
 ```
 
 #### Expected Response
@@ -948,7 +948,7 @@ Delete a procedure bound to the graph.
 
 #### Curl Command Example
 ```bash
-curl -X DELETE -H "Content-Type: application/json" "http://[host]/v1/graph/{graph_id}/procedure/{procedure_id}"
+curl -X DELETE -H "Content-Type: application/json" "http://{INTERACTIVE_ENDPOINT}/v1/graph/{graph_id}/procedure/{procedure_id}"
 ```
 
 #### Expected Response
@@ -997,7 +997,7 @@ The response of the http request will be like
 
 #### Curl Command Example
 ```bash
-curl -X POST -H "Content-Type: application/json" "http://[host]/v1/service/start"
+curl -X POST -H "Content-Type: application/json" "http://{INTERACTIVE_ENDPOINT}/v1/service/start"
 ```
 
 #### Expected Response
@@ -1028,7 +1028,7 @@ Restart the graph query service on current running graph.
 
 #### Curl Command Example
 ```bash
-curl -X POST "http://[host]/v1/service/restart"
+curl -X POST "http://{INTERACTIVE_ENDPOINT}/v1/service/restart"
 ```
 
 #### Expected Response
@@ -1064,7 +1064,7 @@ but you will receive the following error message to each request:
 
 #### Curl Command Example
 ```bash
-curl -X POST "http://[host]/v1/service/stop"
+curl -X POST "http://{INTERACTIVE_ENDPOINT}/v1/service/stop"
 ```
 
 #### Expected Response
@@ -1117,7 +1117,7 @@ Get node status.
 
 #### Curl Command Example
 ```bash
-curl -X GET  -H "Content-Type: application/json" "http://[host]/v1/node/status"
+curl -X GET  -H "Content-Type: application/json" "http://{INTERACTIVE_ENDPOINT}/v1/node/status"
 ```
 
 #### Expected Response
@@ -1150,7 +1150,7 @@ The job id is received when you [launch a bulk loading job](#importgraph-graphma
 
 #### Curl Command Example
 ```bash
-curl -X GET "http://[host]/v1/job/{job_id}"
+curl -X GET "http://{INTERACTIVE_ENDPOINT}/v1/job/{job_id}"
 ```
 
 #### Expected Response
@@ -1189,7 +1189,7 @@ Get the metadata of all running/cancelled/success/failed jobs.
 
 #### Curl Command Example
 ```bash
-curl -X GET "http://[host]/v1/job/"
+curl -X GET "http://{INTERACTIVE_ENDPOINT}/v1/job/"
 ```
 
 #### Expected Response
@@ -1229,7 +1229,7 @@ Cancel a job according to the give job_id.
 
 #### Curl Command Example
 ```bash
-curl -X DELETE "http://[host]/v1/job/{job_id}"
+curl -X DELETE "http://{INTERACTIVE_ENDPOINT}/v1/job/{job_id}"
 ```
 
 #### Expected Response
diff --git a/docs/flex/interactive/getting_started.md b/docs/flex/interactive/getting_started.md
index ef594e3c346c..176ffa8b5d9e 100644
--- a/docs/flex/interactive/getting_started.md
+++ b/docs/flex/interactive/getting_started.md
@@ -35,7 +35,6 @@ To start the Interactive service, provide the raw graph data and meta info. For
 bin/gs_interactive service start
 ```
 You should be able to see a message telling you what the `Gremlin/Cypher` endpoint that you should connect to.
-
 ### Stop the Service
 To stop the Interactive service, simple type in the following command:
 
diff --git a/docs/flex/interactive_intro.md b/docs/flex/interactive_intro.md
index 4b3dd61e50fc..a197dcb80237 100644
--- a/docs/flex/interactive_intro.md
+++ b/docs/flex/interactive_intro.md
@@ -11,6 +11,7 @@ maxdepth: 2
 ---
 interactive/overview
 interactive/installation
+interactive/deployment
 interactive/getting_started
 interactive/custom_graph_data
 interactive/stored_procedures
@@ -19,6 +20,5 @@ interactive/data_model
 interactive/data_import
 interactive/dev_guide
 interactive/glossary
-interactive/deployment
 interactive/tools
 ```
\ No newline at end of file
diff --git a/flex/interactive/docker/entrypoint.sh b/flex/interactive/docker/entrypoint.sh
index 485c60d8ff15..e3c3c28a7bc4 100644
--- a/flex/interactive/docker/entrypoint.sh
+++ b/flex/interactive/docker/entrypoint.sh
@@ -103,7 +103,7 @@ while [[ $# -gt 0 ]]; do
     exit 0
     ;;
   *) # unknown option
-    err "unknown option $1"
+    echo "unknown option $1"
     usage
     exit 1
     ;;
diff --git a/flex/interactive/docker/interactive-runtime.Dockerfile b/flex/interactive/docker/interactive-runtime.Dockerfile
index ef08d98f42fb..15bffe5c57d3 100644
--- a/flex/interactive/docker/interactive-runtime.Dockerfile
+++ b/flex/interactive/docker/interactive-runtime.Dockerfile
@@ -1,5 +1,5 @@
 ARG ARCH=x86_64
-FROM registry.cn-hongkong.aliyuncs.com/graphscope/interactive-base:latest AS builder
+FROM registry.cn-hongkong.aliyuncs.com/graphscope/interactive-base:v0.0.4 AS builder
 
 ARG ARCH
 ARG ENABLE_COORDINATOR="false"
@@ -10,7 +10,7 @@ COPY --chown=graphscope:graphscope . /home/graphscope/GraphScope
 SHELL ["/bin/bash", "-c"]
 
 # install arrow
-RUN cd /tmp && sudo apt-get update && sudo apt-get install -y -V ca-certificates lsb-release wget && \
+RUN cd /tmp && sudo apt-get update && sudo apt-get install -y -V ca-certificates lsb-release wget libcurl4-openssl-dev && \
     curl -o apache-arrow-apt-source-latest.deb https://apache.jfrog.io/artifactory/arrow/$(lsb_release --id --short | tr 'A-Z' 'a-z')/apache-arrow-apt-source-latest-$(lsb_release --codename --short).deb && \
     sudo apt-get install -y ./apache-arrow-apt-source-latest.deb && \
     sudo apt-get update && sudo apt-get install -y libarrow-dev=8.0.0-1
@@ -23,7 +23,7 @@ RUN curl -sf -L https://static.rust-lang.org/rustup.sh | \
   cargo --version
 
 # install opentelemetry
-RUN cd /tmp && git clone https://github.com/open-telemetry/opentelemetry-cpp && cd opentelemetry-cpp && \
+RUN cd /tmp && git clone -b v1.14.2 --single-branch https://github.com/open-telemetry/opentelemetry-cpp && cd opentelemetry-cpp && \
 cmake . -DCMAKE_INSTALL_PREFIX=/opt/flex -DCMAKE_BUILD_TYPE=Release -DCMAKE_CXX_STANDARD=17 \
 -DCMAKE_POSITION_INDEPENDENT_CODE=ON  -DBUILD_SHARED_LIBS=ON \
 -DWITH_OTLP_HTTP=ON -DWITH_OTLP_GRPC=OFF \
@@ -81,6 +81,7 @@ RUN mkdir -p /opt/flex/share/gs_interactive_default_graph/
 COPY --from=builder /home/graphscope/GraphScope/flex/interactive/examples/modern_graph/* /opt/flex/share/gs_interactive_default_graph/
 COPY --from=builder /home/graphscope/GraphScope/flex/tests/hqps/engine_config_test.yaml /opt/flex/share/engine_config.yaml
 COPY --from=builder /home/graphscope/GraphScope/flex/interactive/docker/entrypoint.sh /opt/flex/bin/entrypoint.sh
+COPY --from=builder /home/graphscope/GraphScope/flex/third_party/nlohmann-json/single_include/* /opt/flex/include/
 RUN sed -i 's/name: modern_graph/name: gs_interactive_default_graph/g' /opt/flex/share/gs_interactive_default_graph/graph.yaml
 # change the default graph name.
 RUN sed -i 's/default_graph: ldbc/default_graph: gs_interactive_default_graph/g' /opt/flex/share/engine_config.yaml
@@ -90,6 +91,7 @@ RUN rm -rf /opt/flex/bin/run_app
 
 COPY --from=builder /usr/lib/$ARCH-linux-gnu/libsnappy*.so* /usr/lib/$ARCH-linux-gnu/
 COPY --from=builder /usr/include/arrow /usr/include/arrow
+COPY --from=builder /usr/include/yaml-cpp /usr/include/yaml-cpp
 COPY --from=builder /usr/lib/$ARCH-linux-gnu/libgflags*.so* /usr/lib/$ARCH-linux-gnu/
 COPY --from=builder /usr/lib/$ARCH-linux-gnu/libglog*.so* /usr/lib/$ARCH-linux-gnu/
 COPY --from=builder /usr/lib/$ARCH-linux-gnu/libyaml-cpp*.so* /usr/lib/$ARCH-linux-gnu/
@@ -112,6 +114,7 @@ COPY --from=builder /usr/lib/$ARCH-linux-gnu/libre2*.so* /usr/lib/$ARCH-linux-gn
 COPY --from=builder /usr/include/glog /usr/include/glog
 COPY --from=builder /usr/include/gflags /usr/include/gflags
 COPY --from=builder /usr/lib/$ARCH-linux-gnu/libprotobuf* /usr/lib/$ARCH-linux-gnu/
+COPY --from=builder /usr/lib/$ARCH-linux-gnu/libfmt*.so* /usr/lib/$ARCH-linux-gnu/
 
 COPY --from=builder /usr/lib/$ARCH-linux-gnu/openmpi/include/ /opt/flex/include
 COPY --from=builder /usr/include/boost /usr/include/boost
diff --git a/flex/interactive/sdk/generate_sdk_doc.sh b/flex/interactive/sdk/generate_sdk_doc.sh
new file mode 100644
index 000000000000..88b2e19a0b4d
--- /dev/null
+++ b/flex/interactive/sdk/generate_sdk_doc.sh
@@ -0,0 +1,84 @@
+#!/bin/bash
+# Copyright 2020 Alibaba Group Holding Limited.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+# This script is used to generate the Java SDK from the Flex Interactive API
+# It uses the Swagger Codegen tool to generate the SDK
+
+
+GENERATED_ENDPOINT="https://virtserver.swaggerhub.com/GRAPHSCOPE/InteractiveAPI/1.0.0"
+ENDPOINT_PLACE_HOLDER="{INTERACTIVE_ENDPOINT}"
+
+function usage() {
+  echo "Usage: $0 [options]"
+  echo "Options:"
+  echo "  -h, --help        Show this help message and exit"
+  echo "  -o, --output-dir  Generate the SDK for the specified language"
+}
+
+function do_gen() {
+  echo "Generating SDK documentation"
+  OUTPUT_PATH="$1"
+  echo "Output path: ${OUTPUT_PATH}"
+  # First check whether java/docs and python/docs exist
+  if [ ! -d "./java/docs" ]; then
+    echo "java/docs not found, please generate the SDK first"
+    exit 1
+  fi
+  if [ ! -d "./python/docs" ]; then
+    echo "python/docs not found, please generate the SDK first"
+    exit 1
+  fi
+  # post process the generated docs inplace.
+  # replace all occurrence of $GENERATED_ENDPOINT with $ENDPOINT_PLACE_HOLDER
+  # in the generated docs, for all files under ./java/docs and ./python/docs
+  cmd="sed -i 's|${GENERATED_ENDPOINT}|${ENDPOINT_PLACE_HOLDER}|g' ./java/docs/*"
+  echo "Running command: ${cmd}"
+  eval $cmd
+  cmd="sed -i 's|${GENERATED_ENDPOINT}|${ENDPOINT_PLACE_HOLDER}|g' ./python/docs/*"
+  echo "Running command: ${cmd}"
+  eval $cmd
+
+  # Copy the generated docs to the output path
+  cmd="cp -r ./java/docs/* ${OUTPUT_PATH}/java/"
+  echo "Running command: ${cmd}"
+  eval $cmd
+  cmd="cp -r ./python/docs/* ${OUTPUT_PATH}/python/"
+  echo "Running command: ${cmd}"
+  eval $cmd
+
+  echo "SDK documentation generated successfully."
+}
+
+
+while [[ $# -gt 0 ]]; do
+  key="$1"
+
+  case $key in
+  -h | --help)
+    usage
+    exit
+    ;;
+  -o | --output-dir)
+    shift
+    do_gen "$@"
+    exit 0
+    ;;
+  *) # unknown option
+    err "unknown option $1"
+    usage
+    exit 1
+    ;;
+  esac
+done
\ No newline at end of file