Change tei/teirerank image on gaudi

[lianhao]

Description

Upgrade ghcr.io/huggingface/tei-gaudi:1.5.0 into
ghcr.io/huggingface/text-embeddings-inference:hpu-1.7.

Issues

Fixes #1157

Type of change

List the type of change like below. Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)

Dependencies

List the newly introduced 3rd party dependency if exists.

Tests

Describe the tests that you ran to verify your changes.

[eero-t]

microservice-connector has also 3 references to this, but I guess we don't care about it any more => approved.

[eero-t]

Both ChatQnA faqgen-gaudi-values & cpu-ollaman-values CI tests had similar problem in test PDF uploading / model downloading:

 POD LOGS: chatqna07084824-data-prep-testpod
Get ingest file of type docx ...
Test ingest file of type docx ...
{"status":200,"message":"Data preparation succeeded"}
Get ingest file of type pdf ...
Test ingest file of type pdf ...
curl: (22) The requested URL returned error: 500
Internal Server Errorcurl failed with code 22

Error: unable to get pod logs for chatqna07084824-llm-uservice-testpod: pods "chatqna07084824-llm-uservice-testpod" not found
...
[pod/chatqna07084824-data-prep-5b98bdf675-9jgth/data-prep] [2025-07-07 08:50:16,000] [    INFO] - redis_dataprep - [ redis ingest] File ingest_dataprep.pdf does not exist.
[pod/chatqna07084824-data-prep-5b98bdf675-9jgth/data-prep] [2025-07-07 08:52:57,173] [   ERROR] - opea_dataprep_microservice - Error during dataprep ingest invocation: HTTPConnectionPool(host='chatqna07084824-tei', port=80): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7fa60226db90>: Failed to establish a new connection: [Errno 111] Connection refused'))
...
  Normal   Started    4m15s                kubelet            Started container tei
  Warning  Unhealthy  4m7s                 kubelet            Startup probe failed: Get "http://10.244.248.74:2081/health": dial tcp 10.244.248.74:2081: connect: connection refused
  Warning  Unhealthy  4s (x19 over 2m30s)  kubelet            Readiness probe failed: Get "http://10.244.248.74:2081/health": context deadline exceeded (Client.Timeout exceeded while awaiting headers)
...
[pod/chatqna07084824-tei-fc5d44545-n9z9x/tei] 2025-07-07T08:48:45.328915Z  INFO text_embeddings_backend: backends/src/lib.rs:534: Downloading `model.onnx`
[pod/chatqna07084824-tei-fc5d44545-n9z9x/tei] 2025-07-07T08:48:45.416779Z  WARN text_embeddings_backend: backends/src/lib.rs:538: Could not download `model.onnx`: request error: HTTP status client error (404 Not Found) for url (https://huggingface.co/BAAI/bge-base-en-v1.5/resolve/main/model.onnx)
[pod/chatqna07084824-tei-fc5d44545-n9z9x/tei] 2025-07-07T08:48:45.416803Z  INFO text_embeddings_backend: backends/src/lib.rs:539: Downloading `onnx/model.onnx`
[pod/chatqna07084824-tei-fc5d44545-n9z9x/tei] 2025-07-07T08:48:45.416862Z  INFO text_embeddings_backend: backends/src/lib.rs:548: Downloading `model.onnx_data`
[pod/chatqna07084824-tei-fc5d44545-n9z9x/tei] 2025-07-07T08:48:45.508758Z  WARN text_embeddings_backend: backends/src/lib.rs:552: Could not download `model.onnx_data`: request error: HTTP status client error (404 Not Found) for url (https://huggingface.co/BAAI/bge-base-en-v1.5/resolve/main/model.onnx_data)
[pod/chatqna07084824-tei-fc5d44545-n9z9x/tei] 2025-07-07T08:48:45.508785Z  INFO text_embeddings_backend: backends/src/lib.rs:553: Downloading `onnx/model.onnx_data`
[pod/chatqna07084824-tei-fc5d44545-n9z9x/tei] 2025-07-07T08:48:45.592848Z  WARN text_embeddings_backend: backends/src/lib.rs:557: Could not download `onnx/model.onnx_data`: request error: HTTP status client error (404 Not Found) for url (https://huggingface.co/BAAI/bge-base-en-v1.5/resolve/main/onnx/model.onnx_data)
[pod/chatqna07084824-tei-fc5d44545-n9z9x/tei] 2025-07-07T08:48:45.592873Z  INFO text_embeddings_backend: backends/src/lib.rs:349: Model ONNX weights downloaded in 263.959007ms