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opea-project / GenAIExamples

Generative AI Examples is a collection of GenAI examples such as ChatQnA, Copilot, which illustrate the pipeline capabilities of the Open Platform for Enterprise AI (OPEA) project.
https://opea.dev
Apache License 2.0
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[Bug] Embedding microservice in ChatQnA fails on Oracle Cloud #764

Open arun-gupta opened 1 month ago

arun-gupta commented 1 month ago

Priority

Undecided

OS type

Ubuntu

Hardware type

Xeon-ICX

Installation method

Deploy method

Running nodes

Single Node

What's the version?

0.9

Description

Embedding microservice fails with Ubuntu on Oracle Cloud

Reproduce steps

https://gist.github.com/arun-gupta/b4c13de906e5fe66024018ba48e3f6c3

Raw log

ubuntu@ociopeaint1:~$ sudo docker container logs embedding-tei-server
/usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:184: UserWarning: Field name "downstream_black_list" shadows an attribute in parent "TopologyInfo"; 
  warnings.warn(
/usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field "model_name_or_path" has conflict with protected namespace "model_".

You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.
  warnings.warn(
[2024-09-06 23:05:32,567] [    INFO] - Base service - CORS is enabled.
[2024-09-06 23:05:32,568] [    INFO] - Base service - Setting up HTTP server
[2024-09-06 23:05:32,569] [    INFO] - Base service - Uvicorn server setup on port 6000
INFO:     Waiting for application startup.
INFO:     Application startup complete.
INFO:     Uvicorn running on http://0.0.0.0:6000 (Press CTRL+C to quit)
[2024-09-06 23:05:32,573] [    INFO] - Base service - HTTP server setup successful
[2024-09-06 23:05:32,663] [    INFO] - embedding_tei_langchain - TEI Gaudi Embedding initialized.
INFO:     10.0.0.233:58900 - "POST /v1/embeddings HTTP/1.1" 500 Internal Server Error
ERROR:    Exception in ASGI application
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 203, in _new_conn
    sock = connection.create_connection(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/connection.py", line 85, in create_connection
    raise err
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/connection.py", line 73, in create_connection
    sock.connect(sa)
OSError: [Errno 113] No route to host

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 790, in urlopen
    response = self._make_request(
               ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 496, in _make_request
    conn.request(
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 395, in request
    self.endheaders()
  File "/usr/local/lib/python3.11/http/client.py", line 1289, in endheaders
    self._send_output(message_body, encode_chunked=encode_chunked)
  File "/usr/local/lib/python3.11/http/client.py", line 1048, in _send_output
    self.send(msg)
  File "/usr/local/lib/python3.11/http/client.py", line 986, in send
    self.connect()
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 243, in connect
    self.sock = self._new_conn()
                ^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 218, in _new_conn
    raise NewConnectionError(
urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7910da77f910>: Failed to establish a new connection: [Errno 113] No route to host

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/requests/adapters.py", line 486, in send
    resp = conn.urlopen(
           ^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 844, in urlopen
    retries = retries.increment(
              ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/retry.py", line 515, in increment
    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='10.0.0.233', port=6006): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7910da77f910>: Failed to establish a new connection: [Errno 113] No route to host'))

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/user/.local/lib/python3.11/site-packages/uvicorn/protocols/http/h11_impl.py", line 406, in run_asgi
    result = await app(  # type: ignore[func-returns-value]
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/uvicorn/middleware/proxy_headers.py", line 70, in __call__
    return await self.app(scope, receive, send)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/applications.py", line 1054, in __call__
    await super().__call__(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/applications.py", line 123, in __call__
    await self.middleware_stack(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/errors.py", line 186, in __call__
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/errors.py", line 164, in __call__
    await self.app(scope, receive, _send)
  File "/home/user/.local/lib/python3.11/site-packages/prometheus_fastapi_instrumentator/middleware.py", line 174, in __call__
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/prometheus_fastapi_instrumentator/middleware.py", line 172, in __call__
    await self.app(scope, receive, send_wrapper)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/cors.py", line 85, in __call__
    await self.app(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 65, in __call__
    await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
    await app(scope, receive, sender)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 754, in __call__
    await self.middleware_stack(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 774, in app
    await route.handle(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 295, in handle
    await self.app(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 77, in app
    await wrap_app_handling_exceptions(app, request)(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
    await app(scope, receive, sender)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 74, in app
    response = await f(request)
               ^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/routing.py", line 278, in app
    raw_response = await run_endpoint_function(
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/routing.py", line 193, in run_endpoint_function
    return await run_in_threadpool(dependant.call, **values)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/starlette/concurrency.py", line 42, in run_in_threadpool
    return await anyio.to_thread.run_sync(func, *args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/to_thread.py", line 56, in run_sync
    return await get_async_backend().run_sync_in_worker_thread(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 2134, in run_sync_in_worker_thread
    return await future
           ^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 851, in run
    result = context.run(func, *args)
             ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/comps/embeddings/langchain/embedding_tei.py", line 46, in embedding
    embed_vector = embeddings.embed_query(input.text)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/langchain_huggingface/embeddings/huggingface_endpoint.py", line 138, in embed_query
    response = self.embed_documents([text])[0]
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/langchain_huggingface/embeddings/huggingface_endpoint.py", line 107, in embed_documents
    responses = self.client.post(
                ^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/huggingface_hub/inference/_client.py", line 289, in post
    response = get_session().post(
               ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 637, in post
    return self.request("POST", url, data=data, json=json, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 589, in request
    resp = self.send(prep, **send_kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 703, in send
    r = adapter.send(request, **kwargs)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/huggingface_hub/utils/_http.py", line 66, in send
    return super().send(request, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/adapters.py", line 519, in send
    raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: (MaxRetryError("HTTPConnectionPool(host='10.0.0.233', port=6006): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7910da77f910>: Failed to establish a new connection: [Errno 113] No route to host'))"), '(Request ID: f4171a93-6a8a-4121-9fa3-34c271fef40d)')
INFO:     10.0.0.233:56848 - "POST /v1/embeddings HTTP/1.1" 500 Internal Server Error
ERROR:    Exception in ASGI application
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 203, in _new_conn
    sock = connection.create_connection(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/connection.py", line 85, in create_connection
    raise err
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/connection.py", line 73, in create_connection
    sock.connect(sa)
OSError: [Errno 113] No route to host

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 790, in urlopen
    response = self._make_request(
               ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 496, in _make_request
    conn.request(
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 395, in request
    self.endheaders()
  File "/usr/local/lib/python3.11/http/client.py", line 1289, in endheaders
    self._send_output(message_body, encode_chunked=encode_chunked)
  File "/usr/local/lib/python3.11/http/client.py", line 1048, in _send_output
    self.send(msg)
  File "/usr/local/lib/python3.11/http/client.py", line 986, in send
    self.connect()
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 243, in connect
    self.sock = self._new_conn()
                ^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 218, in _new_conn
    raise NewConnectionError(
urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7911a3e85450>: Failed to establish a new connection: [Errno 113] No route to host

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/requests/adapters.py", line 486, in send
    resp = conn.urlopen(
           ^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 844, in urlopen
    retries = retries.increment(
              ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/retry.py", line 515, in increment
    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='10.0.0.233', port=6006): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7911a3e85450>: Failed to establish a new connection: [Errno 113] No route to host'))

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/user/.local/lib/python3.11/site-packages/uvicorn/protocols/http/h11_impl.py", line 406, in run_asgi
    result = await app(  # type: ignore[func-returns-value]
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/uvicorn/middleware/proxy_headers.py", line 70, in __call__
    return await self.app(scope, receive, send)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/applications.py", line 1054, in __call__
    await super().__call__(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/applications.py", line 123, in __call__
    await self.middleware_stack(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/errors.py", line 186, in __call__
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/errors.py", line 164, in __call__
    await self.app(scope, receive, _send)
  File "/home/user/.local/lib/python3.11/site-packages/prometheus_fastapi_instrumentator/middleware.py", line 174, in __call__
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/prometheus_fastapi_instrumentator/middleware.py", line 172, in __call__
    await self.app(scope, receive, send_wrapper)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/cors.py", line 85, in __call__
    await self.app(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 65, in __call__
    await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
    await app(scope, receive, sender)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 754, in __call__
    await self.middleware_stack(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 774, in app
    await route.handle(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 295, in handle
    await self.app(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 77, in app
    await wrap_app_handling_exceptions(app, request)(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
    await app(scope, receive, sender)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 74, in app
    response = await f(request)
               ^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/routing.py", line 278, in app
    raw_response = await run_endpoint_function(
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/routing.py", line 193, in run_endpoint_function
    return await run_in_threadpool(dependant.call, **values)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/starlette/concurrency.py", line 42, in run_in_threadpool
    return await anyio.to_thread.run_sync(func, *args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/to_thread.py", line 56, in run_sync
    return await get_async_backend().run_sync_in_worker_thread(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 2134, in run_sync_in_worker_thread
    return await future
           ^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 851, in run
    result = context.run(func, *args)
             ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/comps/embeddings/langchain/embedding_tei.py", line 46, in embedding
    embed_vector = embeddings.embed_query(input.text)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/langchain_huggingface/embeddings/huggingface_endpoint.py", line 138, in embed_query
    response = self.embed_documents([text])[0]
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/langchain_huggingface/embeddings/huggingface_endpoint.py", line 107, in embed_documents
    responses = self.client.post(
                ^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/huggingface_hub/inference/_client.py", line 289, in post
    response = get_session().post(
               ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 637, in post
    return self.request("POST", url, data=data, json=json, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 589, in request
    resp = self.send(prep, **send_kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 703, in send
    r = adapter.send(request, **kwargs)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/huggingface_hub/utils/_http.py", line 66, in send
    return super().send(request, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/adapters.py", line 519, in send
    raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: (MaxRetryError("HTTPConnectionPool(host='10.0.0.233', port=6006): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7911a3e85450>: Failed to establish a new connection: [Errno 113] No route to host'))"), '(Request ID: c81b87b0-9041-47ca-8546-3bb6f7b27542)')
INFO:     10.0.0.233:41108 - "POST /v1/embeddings HTTP/1.1" 500 Internal Server Error
ERROR:    Exception in ASGI application
Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 203, in _new_conn
    sock = connection.create_connection(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/connection.py", line 85, in create_connection
    raise err
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/connection.py", line 73, in create_connection
    sock.connect(sa)
OSError: [Errno 113] No route to host

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 790, in urlopen
    response = self._make_request(
               ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 496, in _make_request
    conn.request(
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 395, in request
    self.endheaders()
  File "/usr/local/lib/python3.11/http/client.py", line 1289, in endheaders
    self._send_output(message_body, encode_chunked=encode_chunked)
  File "/usr/local/lib/python3.11/http/client.py", line 1048, in _send_output
    self.send(msg)
  File "/usr/local/lib/python3.11/http/client.py", line 986, in send
    self.connect()
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 243, in connect
    self.sock = self._new_conn()
                ^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connection.py", line 218, in _new_conn
    raise NewConnectionError(
urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7911a3e91850>: Failed to establish a new connection: [Errno 113] No route to host

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/python3.11/site-packages/requests/adapters.py", line 486, in send
    resp = conn.urlopen(
           ^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/connectionpool.py", line 844, in urlopen
    retries = retries.increment(
              ^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/urllib3/util/retry.py", line 515, in increment
    raise MaxRetryError(_pool, url, reason) from reason  # type: ignore[arg-type]
    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='10.0.0.233', port=6006): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7911a3e91850>: Failed to establish a new connection: [Errno 113] No route to host'))

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/home/user/.local/lib/python3.11/site-packages/uvicorn/protocols/http/h11_impl.py", line 406, in run_asgi
    result = await app(  # type: ignore[func-returns-value]
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/uvicorn/middleware/proxy_headers.py", line 70, in __call__
    return await self.app(scope, receive, send)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/applications.py", line 1054, in __call__
    await super().__call__(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/applications.py", line 123, in __call__
    await self.middleware_stack(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/errors.py", line 186, in __call__
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/errors.py", line 164, in __call__
    await self.app(scope, receive, _send)
  File "/home/user/.local/lib/python3.11/site-packages/prometheus_fastapi_instrumentator/middleware.py", line 174, in __call__
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/prometheus_fastapi_instrumentator/middleware.py", line 172, in __call__
    await self.app(scope, receive, send_wrapper)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/cors.py", line 85, in __call__
    await self.app(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 65, in __call__
    await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
    await app(scope, receive, sender)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 754, in __call__
    await self.middleware_stack(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 774, in app
    await route.handle(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 295, in handle
    await self.app(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 77, in app
    await wrap_app_handling_exceptions(app, request)(scope, receive, send)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 64, in wrapped_app
    raise exc
  File "/home/user/.local/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app
    await app(scope, receive, sender)
  File "/home/user/.local/lib/python3.11/site-packages/starlette/routing.py", line 74, in app
    response = await f(request)
               ^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/routing.py", line 278, in app
    raw_response = await run_endpoint_function(
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/fastapi/routing.py", line 193, in run_endpoint_function
    return await run_in_threadpool(dependant.call, **values)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/starlette/concurrency.py", line 42, in run_in_threadpool
    return await anyio.to_thread.run_sync(func, *args)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/to_thread.py", line 56, in run_sync
    return await get_async_backend().run_sync_in_worker_thread(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 2134, in run_sync_in_worker_thread
    return await future
           ^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 851, in run
    result = context.run(func, *args)
             ^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/comps/embeddings/langchain/embedding_tei.py", line 46, in embedding
    embed_vector = embeddings.embed_query(input.text)
                   ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/langchain_huggingface/embeddings/huggingface_endpoint.py", line 138, in embed_query
    response = self.embed_documents([text])[0]
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/langchain_huggingface/embeddings/huggingface_endpoint.py", line 107, in embed_documents
    responses = self.client.post(
                ^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/huggingface_hub/inference/_client.py", line 289, in post
    response = get_session().post(
               ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 637, in post
    return self.request("POST", url, data=data, json=json, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 589, in request
    resp = self.send(prep, **send_kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/sessions.py", line 703, in send
    r = adapter.send(request, **kwargs)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/user/.local/lib/python3.11/site-packages/huggingface_hub/utils/_http.py", line 66, in send
    return super().send(request, *args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/python3.11/site-packages/requests/adapters.py", line 519, in send
    raise ConnectionError(e, request=request)
requests.exceptions.ConnectionError: (MaxRetryError("HTTPConnectionPool(host='10.0.0.233', port=6006): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7911a3e91850>: Failed to establish a new connection: [Errno 113] No route to host'))"), '(Request ID: 84ec5480-daab-48e1-a7cf-fe52d8644f1d)')
lvliang-intel commented 1 month ago

@arun-gupta,

Could you please share the Docker logs for the TEI embedding serving container? The trace indicates that the embedding microservice is unable to connect to the TEI serving.

requests.exceptions.ConnectionError: (MaxRetryError("HTTPConnectionPool(host='10.0.0.233', port=6006): Max retries exceeded with url: / (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7911a3e91850>: Failed to establish a new connection: [Errno 113] No route to host'))"), '(Request ID: 84ec5480-daab-48e1-a7cf-fe52d8644f1d)')

arun-gupta commented 1 month ago

I used the stock Docker Compose file, so it should be using the latest tag.

louie-tsai commented 1 month ago

@arun-gupta In order to debug this network issue, could you get logs from below commands?

  1. ifconfig -a
  2. route
  3. docker ps
  4. docker container logs tei-embedding-server
louie-tsai commented 1 week ago

@arun-gupta is the network issue still there in Oracle Cloud? if needed, we could also debug in Oracle Cloud.

arun-gupta commented 1 week ago

@louie-tsai ssh to OCI instance has been timing out for a few weeks now. I tried again and still the same status. Will try creating a different account and then debug.

arun-gupta commented 3 days ago

Seems like the container name is changed from embedding-tei-server to tei-embedding-server. Here are the logs now:

ubuntu@opea-demo:~$ sudo docker container logs tei-embedding-server
2024-10-14T21:07:14.858232Z  INFO text_embeddings_router: router/src/main.rs:175: Args { model_id: "BAA*/***-****-**-v1.5", revision: None, tokenization_workers: None, dtype: None, pooling: None, max_concurrent_requests: 512, max_batch_tokens: 16384, max_batch_requests: None, max_client_batch_size: 32, auto_truncate: true, default_prompt_name: None, default_prompt: None, hf_api_token: None, hostname: "646b7204f7d4", port: 80, uds_path: "/tmp/text-embeddings-inference-server", huggingface_hub_cache: Some("/data"), payload_limit: 2000000, api_key: None, json_output: false, otlp_endpoint: None, otlp_service_name: "text-embeddings-inference.server", cors_allow_origin: None }
2024-10-14T21:07:14.858411Z  INFO hf_hub: /usr/local/cargo/registry/src/index.crates.io-6f17d22bba15001f/hf-hub-0.3.2/src/lib.rs:55: Token file not found "/root/.cache/huggingface/token"    
2024-10-14T21:07:14.920793Z  INFO download_pool_config: text_embeddings_core::download: core/src/download.rs:38: Downloading `1_Pooling/config.json`
2024-10-14T21:07:15.367035Z  INFO download_new_st_config: text_embeddings_core::download: core/src/download.rs:62: Downloading `config_sentence_transformers.json`
2024-10-14T21:07:15.549873Z  INFO download_artifacts: text_embeddings_core::download: core/src/download.rs:21: Starting download
2024-10-14T21:07:15.549901Z  INFO download_artifacts: text_embeddings_core::download: core/src/download.rs:23: Downloading `config.json`
2024-10-14T21:07:15.745925Z  INFO download_artifacts: text_embeddings_core::download: core/src/download.rs:26: Downloading `tokenizer.json`
2024-10-14T21:07:16.123502Z  INFO download_artifacts: text_embeddings_backend: backends/src/lib.rs:313: Downloading `model.onnx`
2024-10-14T21:07:16.220576Z  WARN download_artifacts: text_embeddings_backend: backends/src/lib.rs:317: 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)
2024-10-14T21:07:16.220604Z  INFO download_artifacts: text_embeddings_backend: backends/src/lib.rs:318: Downloading `onnx/model.onnx`
2024-10-14T21:07:18.125150Z  INFO download_artifacts: text_embeddings_core::download: core/src/download.rs:32: Model artifacts downloaded in 2.575276248s
2024-10-14T21:07:18.154670Z  INFO text_embeddings_router: router/src/lib.rs:199: Maximum number of tokens per request: 512
2024-10-14T21:07:18.158270Z  INFO text_embeddings_core::tokenization: core/src/tokenization.rs:28: Starting 64 tokenization workers
2024-10-14T21:07:18.549449Z  INFO text_embeddings_router: router/src/lib.rs:241: Starting model backend
2024-10-14T21:07:19.827070Z  WARN text_embeddings_router: router/src/lib.rs:267: Backend does not support a batch size > 8
2024-10-14T21:07:19.827108Z  WARN text_embeddings_router: router/src/lib.rs:268: forcing `max_batch_requests=8`
2024-10-14T21:07:19.827395Z  WARN text_embeddings_router: router/src/lib.rs:319: Invalid hostname, defaulting to 0.0.0.0
2024-10-14T21:07:19.831059Z  INFO text_embeddings_router::http::server: router/src/http/server.rs:1778: Starting HTTP server: 0.0.0.0:80
2024-10-14T21:07:19.831083Z  INFO text_embeddings_router::http::server: router/src/http/server.rs:1779: Ready
2024-10-14T21:34:17.720707Z  INFO embed{total_time="49.431255ms" tokenization_time="854.099µs" queue_time="1.20308ms" inference_time="47.03138ms"}: text_embeddings_router::http::server: router/src/http/server.rs:706: Success
arun-gupta commented 3 days ago

Invoking the following command gives an error:

ubuntu@opea-demo:~$ curl http://${host_ip}:8888/v1/chatqna \
    -H "Content-Type: application/json" \
    -d '{
        "messages": "What is the revenue of Nike in 2023?"
    }'
Internal Server Error

Here is the list of containers:

ubuntu@opea-demo:~$ sudo docker container ls
CONTAINER ID   IMAGE                                                                 COMMAND                  CREATED          STATUS          PORTS                                                                                  NAMES
38c6f8885d63   opea/chatqna-ui:latest                                                "docker-entrypoint.s…"   45 minutes ago   Up 45 minutes   0.0.0.0:5173->5173/tcp, :::5173->5173/tcp                                              chatqna-xeon-ui-server
f4a2073d9b27   opea/chatqna:latest                                                   "python chatqna.py"      45 minutes ago   Up 45 minutes   0.0.0.0:8888->8888/tcp, :::8888->8888/tcp                                              chatqna-xeon-backend-server
16d874753ad2   opea/dataprep-redis:latest                                            "python prepare_doc_…"   45 minutes ago   Up 45 minutes   0.0.0.0:6007->6007/tcp, :::6007->6007/tcp                                              dataprep-redis-server
1df85d99c0f1   opea/retriever-redis:latest                                           "python retriever_re…"   45 minutes ago   Up 4 minutes    0.0.0.0:7000->7000/tcp, :::7000->7000/tcp                                              retriever-redis-server
350fc041dceb   ghcr.io/huggingface/text-generation-inference:sha-e4201f4-intel-cpu   "text-generation-lau…"   45 minutes ago   Up 45 minutes   0.0.0.0:9009->80/tcp, [::]:9009->80/tcp                                                tgi-service
8bd8fb156225   redis/redis-stack:7.2.0-v9                                            "/entrypoint.sh"         45 minutes ago   Up 45 minutes   0.0.0.0:6379->6379/tcp, :::6379->6379/tcp, 0.0.0.0:8001->8001/tcp, :::8001->8001/tcp   redis-vector-db
4a36cc2d29d6   ghcr.io/huggingface/text-embeddings-inference:cpu-1.5                 "text-embeddings-rou…"   45 minutes ago   Up 45 minutes   0.0.0.0:8808->80/tcp, [::]:8808->80/tcp                                                tei-reranking-server
646b7204f7d4   ghcr.io/huggingface/text-embeddings-inference:cpu-1.5                 "text-embeddings-rou…"   45 minutes ago   Up 45 minutes   0.0.0.0:6006->80/tcp, [::]:6006->80/tcp                                                tei-embedding-server
arun-gupta commented 3 days ago

Here is the next error: https://github.com/opea-project/GenAIExamples/issues/949

louie-tsai commented 1 day ago

@arun-gupta we might need to have Oracle Cloud environment to check this issue. please share us how to connect to Oracle cloud offline.

thanks