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AgentQnA group log lines in test outputs for better readable logs. (#1817)

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Signed-off-by: chensuyue <suyue.chen@intel.com>
This commit is contained in:
chen, suyue
2025-04-21 15:27:28 +08:00
committed by GitHub
parent 82ef639ee3
commit e96f5a1ac5
10 changed files with 133 additions and 168 deletions
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6
AgentQnA/docker_compose/amd/gpu/rocm/compose.yaml
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@@ -29,7 +29,7 @@ services:
command: --model-id ${LLM_MODEL_ID} --max-input-length 4096 --max-total-tokens 8192 command: --model-id ${LLM_MODEL_ID} --max-input-length 4096 --max-total-tokens 8192
worker-rag-agent: worker-rag-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: rag-agent-endpoint container_name: rag-agent-endpoint
volumes: volumes:
- "${TOOLSET_PATH}:/home/user/tools/" - "${TOOLSET_PATH}:/home/user/tools/"
@@ -60,7 +60,7 @@ services:
port: 9095 port: 9095
worker-sql-agent: worker-sql-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: sql-agent-endpoint container_name: sql-agent-endpoint
volumes: volumes:
- "${WORKDIR}/tests/Chinook_Sqlite.sqlite:/home/user/chinook-db/Chinook_Sqlite.sqlite:rw" - "${WORKDIR}/tests/Chinook_Sqlite.sqlite:/home/user/chinook-db/Chinook_Sqlite.sqlite:rw"
@@ -89,7 +89,7 @@ services:
port: 9096 port: 9096
supervisor-react-agent: supervisor-react-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: react-agent-endpoint container_name: react-agent-endpoint
depends_on: depends_on:
- worker-rag-agent - worker-rag-agent

6
AgentQnA/docker_compose/amd/gpu/rocm/compose_vllm.yaml
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@@ -33,7 +33,7 @@ services:
ipc: host ipc: host
worker-rag-agent: worker-rag-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: rag-agent-endpoint container_name: rag-agent-endpoint
volumes: volumes:
- ${TOOLSET_PATH}:/home/user/tools/ - ${TOOLSET_PATH}:/home/user/tools/
@@ -64,7 +64,7 @@ services:
port: 9095 port: 9095
worker-sql-agent: worker-sql-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: sql-agent-endpoint container_name: sql-agent-endpoint
volumes: volumes:
- "${WORKDIR}/tests/Chinook_Sqlite.sqlite:/home/user/chinook-db/Chinook_Sqlite.sqlite:rw" - "${WORKDIR}/tests/Chinook_Sqlite.sqlite:/home/user/chinook-db/Chinook_Sqlite.sqlite:rw"
@@ -93,7 +93,7 @@ services:
port: 9096 port: 9096
supervisor-react-agent: supervisor-react-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: react-agent-endpoint container_name: react-agent-endpoint
depends_on: depends_on:
- worker-rag-agent - worker-rag-agent

10
AgentQnA/docker_compose/intel/hpu/gaudi/compose.yaml
View File

@@ -3,7 +3,7 @@
services: services:
worker-rag-agent: worker-rag-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: rag-agent-endpoint container_name: rag-agent-endpoint
volumes: volumes:
- ${TOOLSET_PATH}:/home/user/tools/ - ${TOOLSET_PATH}:/home/user/tools/
@@ -34,7 +34,7 @@ services:
port: 9095 port: 9095
worker-sql-agent: worker-sql-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: sql-agent-endpoint container_name: sql-agent-endpoint
volumes: volumes:
- ${WORKDIR}/GenAIExamples/AgentQnA/tests:/home/user/chinook-db # test db - ${WORKDIR}/GenAIExamples/AgentQnA/tests:/home/user/chinook-db # test db
@@ -63,7 +63,7 @@ services:
port: 9096 port: 9096
supervisor-react-agent: supervisor-react-agent:
image: opea/agent:latest image: ${REGISTRY:-opea}/agent:${TAG:-latest}
container_name: react-agent-endpoint container_name: react-agent-endpoint
depends_on: depends_on:
- worker-rag-agent - worker-rag-agent
@@ -104,7 +104,7 @@ services:
- "8080:8000" - "8080:8000"
ipc: host ipc: host
agent-ui: agent-ui:
image: opea/agent-ui:latest image: ${REGISTRY:-opea}/agent-ui:${TAG:-latest}
container_name: agent-ui container_name: agent-ui
environment: environment:
host_ip: ${host_ip} host_ip: ${host_ip}
@@ -117,7 +117,7 @@ services:
ports: ports:
- "8086:8000" - "8086:8000"
volumes: volumes:
- "./data:/data" - "${MODEL_CACHE:-./data}:/data"
environment: environment:
no_proxy: ${no_proxy} no_proxy: ${no_proxy}
http_proxy: ${http_proxy} http_proxy: ${http_proxy}

11
AgentQnA/docker_image_build/build.yaml
View File

@@ -17,12 +17,15 @@ services:
dockerfile: ./docker/Dockerfile dockerfile: ./docker/Dockerfile
extends: agent extends: agent
image: ${REGISTRY:-opea}/agent-ui:${TAG:-latest} image: ${REGISTRY:-opea}/agent-ui:${TAG:-latest}
vllm-gaudi:
build:
context: vllm-fork
dockerfile: Dockerfile.hpu
extends: agent
image: ${REGISTRY:-opea}/vllm-gaudi:${TAG:-latest}
vllm-rocm: vllm-rocm:
build: build:
args:
http_proxy: ${http_proxy}
https_proxy: ${https_proxy}
no_proxy: ${no_proxy}
context: GenAIComps context: GenAIComps
dockerfile: comps/third_parties/vllm/src/Dockerfile.amd_gpu dockerfile: comps/third_parties/vllm/src/Dockerfile.amd_gpu
extends: agent
image: ${REGISTRY:-opea}/vllm-rocm:${TAG:-latest} image: ${REGISTRY:-opea}/vllm-rocm:${TAG:-latest}

2
AgentQnA/tests/_test_compose_openai_on_xeon.sh
View File

@@ -31,7 +31,7 @@ function stop_retrieval_tool() {
} }
echo "=================== #1 Building docker images====================" echo "=================== #1 Building docker images===================="
bash step1_build_images.sh bash step1_build_images.sh xeon
echo "=================== #1 Building docker images completed====================" echo "=================== #1 Building docker images completed===================="
echo "=================== #2 Start retrieval tool====================" echo "=================== #2 Start retrieval tool===================="

87
AgentQnA/tests/step1_build_images.sh
View File

@@ -15,42 +15,52 @@ function get_genai_comps() {
fi fi
} }
function build_docker_images_for_retrieval_tool(){ function build_docker_images_for_retrieval_tool(){
cd $WORKDIR/GenAIExamples/DocIndexRetriever/docker_image_build/ cd $WORKDIR/GenAIExamples/DocIndexRetriever/docker_image_build/
get_genai_comps get_genai_comps
echo "Build all the images with --no-cache..." echo "Build all the images with --no-cache..."
service_list="doc-index-retriever dataprep embedding retriever reranking" docker compose -f build.yaml build --no-cache
docker compose -f build.yaml build ${service_list} --no-cache
docker pull ghcr.io/huggingface/text-embeddings-inference:cpu-1.6
docker images && sleep 1s docker images && sleep 1s
} }
function build_agent_docker_image() { function build_agent_docker_image_xeon() {
cd $WORKDIR/GenAIExamples/AgentQnA/docker_image_build/ cd $WORKDIR/GenAIExamples/AgentQnA/docker_image_build/
get_genai_comps get_genai_comps
echo "Build agent image with --no-cache..." echo "Build agent image with --no-cache..."
docker compose -f build.yaml build --no-cache service_list="agent agent-ui"
docker compose -f build.yaml build ${service_list} --no-cache
} }
function build_vllm_docker_image() { function build_agent_docker_image_gaudi_vllm() {
echo "Building the vllm docker image" cd $WORKDIR/GenAIExamples/AgentQnA/docker_image_build/
cd $WORKPATH get_genai_comps
echo $WORKPATH
if [ ! -d "./vllm-fork" ]; then git clone https://github.com/HabanaAI/vllm-fork.git && cd vllm-fork
git clone https://github.com/HabanaAI/vllm-fork.git
fi
cd ./vllm-fork
VLLM_VER=v0.6.6.post1+Gaudi-1.20.0 VLLM_VER=v0.6.6.post1+Gaudi-1.20.0
git checkout ${VLLM_VER} &> /dev/null git checkout ${VLLM_VER} &> /dev/null && cd ../
docker build --no-cache -f Dockerfile.hpu -t opea/vllm-gaudi:ci --shm-size=128g . --build-arg https_proxy=$https_proxy --build-arg http_proxy=$http_proxy
if [ $? -ne 0 ]; then echo "Build agent image with --no-cache..."
echo "opea/vllm-gaudi:ci failed" service_list="agent agent-ui vllm-gaudi"
exit 1 docker compose -f build.yaml build ${service_list} --no-cache
else }
echo "opea/vllm-gaudi:ci successful"
fi function build_agent_docker_image_rocm() {
cd $WORKDIR/GenAIExamples/AgentQnA/docker_image_build/
get_genai_comps
echo "Build agent image with --no-cache..."
service_list="agent agent-ui"
docker compose -f build.yaml build ${service_list} --no-cache
}
function build_agent_docker_image_rocm_vllm() {
cd $WORKDIR/GenAIExamples/AgentQnA/docker_image_build/
get_genai_comps
echo "Build agent image with --no-cache..."
service_list="agent agent-ui vllm-rocm"
docker compose -f build.yaml build ${service_list} --no-cache
} }
@@ -59,15 +69,32 @@ function main() {
build_docker_images_for_retrieval_tool build_docker_images_for_retrieval_tool
echo "==================== Build docker images for retrieval tool completed ====================" echo "==================== Build docker images for retrieval tool completed ===================="
echo "==================== Build agent docker image ====================" sleep 3s
build_agent_docker_image
echo "==================== Build agent docker image completed ===================="
echo "==================== Build vllm docker image ====================" case $1 in
build_vllm_docker_image "rocm")
echo "==================== Build vllm docker image completed ====================" echo "==================== Build agent docker image for ROCm ===================="
build_agent_docker_image_rocm
;;
"rocm_vllm")
echo "==================== Build agent docker image for ROCm VLLM ===================="
build_agent_docker_image_rocm_vllm
;;
"gaudi_vllm")
echo "==================== Build agent docker image for Gaudi ===================="
build_agent_docker_image_gaudi_vllm
;;
"xeon")
echo "==================== Build agent docker image for Xeon ===================="
build_agent_docker_image_xeon
;;
*)
echo "Invalid argument"
exit 1
;;
esac
docker image ls | grep vllm docker image ls | grep vllm
} }
main main $1

64
AgentQnA/tests/step1_build_images_rocm_vllm.sh
View File

@@ -1,64 +0,0 @@
#!/bin/bash
# Copyright (C) 2024 Intel Corporation
# SPDX-License-Identifier: Apache-2.0
set -e
export WORKPATH=$(dirname "$PWD")
export WORKDIR=${WORKPATH}/../../
echo "WORKDIR=${WORKDIR}"
export ip_address=$(hostname -I | awk '{print $1}')
function get_genai_comps() {
if [ ! -d "GenAIComps" ] ; then
git clone --depth 1 --branch ${opea_branch:-"main"} https://github.com/opea-project/GenAIComps.git
fi
}
function build_docker_images_for_retrieval_tool(){
cd $WORKPATH/../DocIndexRetriever/docker_image_build/
get_genai_comps
echo "Build all the images with --no-cache..."
service_list="doc-index-retriever dataprep embedding retriever reranking"
docker compose -f build.yaml build ${service_list} --no-cache
docker pull ghcr.io/huggingface/text-embeddings-inference:cpu-1.5
docker images && sleep 3s
}
function build_agent_docker_image() {
cd $WORKPATH/docker_image_build/
get_genai_comps
echo "Build agent image with --no-cache..."
docker compose -f build.yaml build --no-cache
docker images && sleep 3s
}
#function build_vllm_docker_image() {
# echo "Building the vllm docker image"
# cd $WORKPATH/
# docker build --no-cache -t opea/llm-vllm-rocm:ci -f Dockerfile-vllm-rocm .
#
# docker images && sleep 3s
#}
function main() {
echo "==================== Build docker images for retrieval tool ===================="
build_docker_images_for_retrieval_tool
echo "==================== Build docker images for retrieval tool completed ===================="
echo "==================== Build agent docker image ===================="
build_agent_docker_image
echo "==================== Build agent docker image completed ===================="
# echo "==================== Build vllm docker image ===================="
# build_vllm_docker_image
# echo "==================== Build vllm docker image completed ===================="
docker image ls | grep vllm
}
main

48
AgentQnA/tests/test_compose_on_gaudi.sh
View File

@@ -10,29 +10,15 @@ export ip_address=$(hostname -I | awk '{print $1}')
export HUGGINGFACEHUB_API_TOKEN=${HUGGINGFACEHUB_API_TOKEN} export HUGGINGFACEHUB_API_TOKEN=${HUGGINGFACEHUB_API_TOKEN}
export TOOLSET_PATH=$WORKDIR/GenAIExamples/AgentQnA/tools/ export TOOLSET_PATH=$WORKDIR/GenAIExamples/AgentQnA/tools/
export no_proxy="$no_proxy,rag-agent-endpoint,sql-agent-endpoint,react-agent-endpoint,agent-ui,vllm-gaudi-server,jaeger,grafana,prometheus,127.0.0.1,localhost,0.0.0.0,$ip_address" export no_proxy="$no_proxy,rag-agent-endpoint,sql-agent-endpoint,react-agent-endpoint,agent-ui,vllm-gaudi-server,jaeger,grafana,prometheus,127.0.0.1,localhost,0.0.0.0,$ip_address"
IMAGE_REPO=${IMAGE_REPO:-"opea"}
IMAGE_TAG=${IMAGE_TAG:-"latest"}
echo "REGISTRY=IMAGE_REPO=${IMAGE_REPO}"
echo "TAG=IMAGE_TAG=${IMAGE_TAG}"
export REGISTRY=${IMAGE_REPO}
export TAG=${IMAGE_TAG}
export MODEL_CACHE=${model_cache:-"./data"}
function get_genai_comps() {
if [ ! -d "GenAIComps" ] ; then
git clone --depth 1 --branch ${opea_branch:-"main"} https://github.com/opea-project/GenAIComps.git
fi
}
function build_agent_docker_image() {
cd $WORKDIR/GenAIExamples/AgentQnA/docker_image_build/
get_genai_comps
echo "Build agent image with --no-cache..."
docker compose -f build.yaml build --no-cache
}
function build_retrieval_docker_image() {
cd $WORKDIR/GenAIExamples/DocIndexRetriever/docker_image_build/
get_genai_comps
echo "Build retrieval image with --no-cache..."
docker compose -f build.yaml build --no-cache
}
function stop_crag() { function stop_crag() {
cid=$(docker ps -aq --filter "name=kdd-cup-24-crag-service") cid=$(docker ps -aq --filter "name=kdd-cup-24-crag-service")
echo "Stopping container kdd-cup-24-crag-service with cid $cid" echo "Stopping container kdd-cup-24-crag-service with cid $cid"
@@ -92,31 +78,31 @@ function stop_retrieval_tool() {
done done
} }
echo "workpath: $WORKPATH" echo "workpath: $WORKPATH"
echo "=================== Stop containers ====================" echo "::group::=================== Stop containers ===================="
stop_llm stop_llm
stop_crag stop_crag
stop_agent_containers stop_agent_containers
stop_retrieval_tool stop_retrieval_tool
stop_telemetry_containers stop_telemetry_containers
echo "::endgroup::"
cd $WORKPATH/tests cd $WORKPATH/tests
echo "=================== #1 Building docker images====================" echo "::group::=================== #1 Building docker images===================="
build_retrieval_docker_image bash step1_build_images.sh gaudi_vllm > docker_image_build.log
build_agent_docker_image echo "::endgroup::"
echo "=================== #1 Building docker images completed===================="
echo "=================== #4 Start agent, API server, retrieval, and ingest data====================" echo "::endgroup::=================== #4 Start agent, API server, retrieval, and ingest data===================="
bash $WORKPATH/tests/step4_launch_and_validate_agent_gaudi.sh bash step4_launch_and_validate_agent_gaudi.sh
echo "=================== #4 Agent, retrieval test passed ====================" echo "::endgroup::"
echo "=================== #5 Stop agent and API server====================" echo "::endgroup::=================== #5 Stop agent and API server===================="
stop_llm stop_llm
stop_crag stop_crag
stop_agent_containers stop_agent_containers
stop_retrieval_tool stop_retrieval_tool
stop_telemetry_containers stop_telemetry_containers
echo "=================== #5 Agent and API server stopped====================" echo "::endgroup::"
echo y | docker system prune echo y | docker system prune

33
AgentQnA/tests/test_compose_on_rocm.sh
View File

@@ -11,7 +11,13 @@ echo "WORKDIR=${WORKDIR}"
export ip_address=$(hostname -I | awk '{print $1}') export ip_address=$(hostname -I | awk '{print $1}')
export HUGGINGFACEHUB_API_TOKEN=${HUGGINGFACEHUB_API_TOKEN} export HUGGINGFACEHUB_API_TOKEN=${HUGGINGFACEHUB_API_TOKEN}
export TOOLSET_PATH=$WORKPATH/tools/ export TOOLSET_PATH=$WORKPATH/tools/
export MODEL_CACHE="./data" IMAGE_REPO=${IMAGE_REPO:-"opea"}
IMAGE_TAG=${IMAGE_TAG:-"latest"}
echo "REGISTRY=IMAGE_REPO=${IMAGE_REPO}"
echo "TAG=IMAGE_TAG=${IMAGE_TAG}"
export REGISTRY=${IMAGE_REPO}
export TAG=${IMAGE_TAG}
export MODEL_CACHE=${model_cache:-"./data"}
function stop_crag() { function stop_crag() {
cid=$(docker ps -aq --filter "name=kdd-cup-24-crag-service") cid=$(docker ps -aq --filter "name=kdd-cup-24-crag-service")
@@ -37,34 +43,35 @@ function stop_retrieval_tool() {
done done
} }
echo "workpath: $WORKPATH" echo "workpath: $WORKPATH"
echo "=================== Stop containers ====================" echo "::group::=================== Stop containers ===================="
stop_crag stop_crag
stop_agent_docker stop_agent_docker
stop_retrieval_tool stop_retrieval_tool
echo "::endgroup::=================== Stop containers completed ===================="
cd $WORKPATH/tests cd $WORKPATH/tests
echo "=================== #1 Building docker images====================" echo "::group::=================== #1 Building docker images===================="
bash step1_build_images.sh bash step1_build_images.sh rocm > docker_image_build.log
echo "=================== #1 Building docker images completed====================" echo "::endgroup::=================== #1 Building docker images completed===================="
echo "=================== #2 Start retrieval tool====================" echo "::group::=================== #2 Start retrieval tool===================="
bash step2_start_retrieval_tool.sh bash step2_start_retrieval_tool.sh
echo "=================== #2 Retrieval tool started====================" echo "::endgroup::=================== #2 Retrieval tool started===================="
echo "=================== #3 Ingest data and validate retrieval====================" echo "::group::=================== #3 Ingest data and validate retrieval===================="
bash step3_ingest_data_and_validate_retrieval.sh bash step3_ingest_data_and_validate_retrieval.sh
echo "=================== #3 Data ingestion and validation completed====================" echo "::endgroup::=================== #3 Data ingestion and validation completed===================="
echo "=================== #4 Start agent and API server====================" echo "::group::=================== #4 Start agent and API server===================="
bash step4a_launch_and_validate_agent_tgi_on_rocm.sh bash step4a_launch_and_validate_agent_tgi_on_rocm.sh
echo "=================== #4 Agent test passed ====================" echo "::endgroup::=================== #4 Agent test passed ===================="
echo "=================== #5 Stop agent and API server====================" echo "::group::=================== #5 Stop agent and API server===================="
stop_crag stop_crag
stop_agent_docker stop_agent_docker
stop_retrieval_tool stop_retrieval_tool
echo "=================== #5 Agent and API server stopped====================" echo "::endgroup::=================== #5 Agent and API server stopped===================="
echo y | docker system prune echo y | docker system prune

34
AgentQnA/tests/test_compose_vllm_on_rocm.sh
View File

@@ -5,13 +5,18 @@
set -e set -e
WORKPATH=$(dirname "$PWD") WORKPATH=$(dirname "$PWD")
export LOG_PATH=${WORKPATH}
export WORKDIR=${WORKPATH}/../../ export WORKDIR=${WORKPATH}/../../
echo "WORKDIR=${WORKDIR}" echo "WORKDIR=${WORKDIR}"
export ip_address=$(hostname -I | awk '{print $1}') export ip_address=$(hostname -I | awk '{print $1}')
export HUGGINGFACEHUB_API_TOKEN=${HUGGINGFACEHUB_API_TOKEN} export HUGGINGFACEHUB_API_TOKEN=${HUGGINGFACEHUB_API_TOKEN}
export TOOLSET_PATH=$WORKPATH/tools/ export TOOLSET_PATH=$WORKPATH/tools/
export MODEL_CACHE="./data" IMAGE_REPO=${IMAGE_REPO:-"opea"}
IMAGE_TAG=${IMAGE_TAG:-"latest"}
echo "REGISTRY=IMAGE_REPO=${IMAGE_REPO}"
echo "TAG=IMAGE_TAG=${IMAGE_TAG}"
export REGISTRY=${IMAGE_REPO}
export TAG=${IMAGE_TAG}
export MODEL_CACHE=${model_cache:-"./data"}
function stop_crag() { function stop_crag() {
cid=$(docker ps -aq --filter "name=kdd-cup-24-crag-service") cid=$(docker ps -aq --filter "name=kdd-cup-24-crag-service")
@@ -32,34 +37,35 @@ function stop_retrieval_tool() {
} }
echo "workpath: $WORKPATH" echo "workpath: $WORKPATH"
echo "=================== Stop containers ====================" echo "::group::=================== Stop containers ===================="
stop_crag stop_crag
stop_agent_docker stop_agent_docker
stop_retrieval_tool stop_retrieval_tool
echo "::endgroup::"
cd $WORKPATH/tests cd $WORKPATH/tests
echo "=================== #1 Building docker images====================" echo "::group::=================== #1 Building docker images===================="
bash step1_build_images_rocm_vllm.sh bash step1_build_images.sh rocm_vllm > docker_image_build.log
echo "=================== #1 Building docker images completed====================" echo "::endgroup::=================== #1 Building docker images completed===================="
echo "=================== #2 Start retrieval tool====================" echo "::group::=================== #2 Start retrieval tool===================="
bash step2_start_retrieval_tool_rocm_vllm.sh bash step2_start_retrieval_tool_rocm_vllm.sh
echo "=================== #2 Retrieval tool started====================" echo "::endgroup::=================== #2 Retrieval tool started===================="
echo "=================== #3 Ingest data and validate retrieval====================" echo "::group::=================== #3 Ingest data and validate retrieval===================="
bash step3_ingest_data_and_validate_retrieval_rocm_vllm.sh bash step3_ingest_data_and_validate_retrieval_rocm_vllm.sh
echo "=================== #3 Data ingestion and validation completed====================" echo "::endgroup::=================== #3 Data ingestion and validation completed===================="
echo "=================== #4 Start agent and API server====================" echo "::group::=================== #4 Start agent and API server===================="
bash step4_launch_and_validate_agent_rocm_vllm.sh bash step4_launch_and_validate_agent_rocm_vllm.sh
echo "=================== #4 Agent test passed ====================" echo "::endgroup::=================== #4 Agent test passed ===================="
echo "=================== #5 Stop agent and API server====================" echo "::group::=================== #5 Stop agent and API server===================="
stop_crag stop_crag
stop_agent_docker stop_agent_docker
stop_retrieval_tool stop_retrieval_tool
echo "=================== #5 Agent and API server stopped====================" echo "::endgroup::=================== #5 Agent and API server stopped===================="
echo y | docker system prune echo y | docker system prune