Update MMQnA tgi-gaudi verison to match compose.yaml (opea-project#1663)

Signed-off-by: Dina Suehiro Jones <[email protected]>

Author: dmsuehir

MultimodalQnA/docker_compose/intel/hpu/gaudi/README.md

@@ -97,7 +97,7 @@ docker build --no-cache -t opea/retriever:latest --build-arg https_proxy=$https_
 Build TGI Gaudi image
 
 ```bash
-docker pull ghcr.io/huggingface/tgi-gaudi:2.0.6
+docker pull ghcr.io/huggingface/tgi-gaudi:2.3.1
 ```
 
 Build lvm microservice image
@@ -143,7 +143,7 @@ Then run the command `docker images`, you will have the following 11 Docker Imag
 
 1. `opea/dataprep:latest`
 2. `opea/lvm:latest`
-3. `ghcr.io/huggingface/tgi-gaudi:2.0.6`
+3. `ghcr.io/huggingface/tgi-gaudi:2.3.1`
 4. `opea/retriever:latest`
 5. `opea/whisper:latest`
 6. `opea/redis-vector-db`

MultimodalQnA/tests/test_compose_on_gaudi.sh

@@ -62,7 +62,7 @@ function build_docker_images() {
     service_list="multimodalqna multimodalqna-ui embedding-multimodal-bridgetower-gaudi embedding retriever lvm dataprep whisper"
     docker compose -f build.yaml build ${service_list} --no-cache > ${LOG_PATH}/docker_image_build.log
 
-    docker pull ghcr.io/huggingface/tgi-gaudi:2.0.6
+    docker pull ghcr.io/huggingface/tgi-gaudi:2.3.1
 
     docker images && sleep 1s
 }