Feb 12 133450 ip-172-31-28-146 python3[296790]: 2025-02-12 133450,396 - WARNING livekit.agents - failed to generate LLM completion, retrying in 0.1s Feb 12 133450 ip-172-31-28-146 python3[296790]: Traceback (most recent call last): Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpx/_transports/default.py", line 101, in map_httpcore_exceptions Feb 12 133450 ip-172-31-28-146 python3[296790]: yield Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpx/_transports/default.py", line 394, in handle_async_request Feb 12 133450 ip-172-31-28-146 python3[296790]: resp = await self._pool.handle_async_request(req) Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_async/connection_pool.py", line 256, in handle_async_request Feb 12 133450 ip-172-31-28-146 python3[296790]: raise exc from None Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_async/connection_pool.py", line 236, in handle_async_request Feb 12 133450 ip-172-31-28-146 python3[296790]: response = await connection.handle_async_request( Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_async/connection.py", line 103, in handle_async_request Feb 12 133450 ip-172-31-28-146 python3[296790]: return await self._connection.handle_async_request(request) Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_async/http11.py", line 136, in handle_async_request Feb 12 133450 ip-172-31-28-146 python3[296790]: raise exc Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_async/http11.py", line 106, in handle_async_request Feb 12 133450 ip-172-31-28-146 python3[296790]: ) = await self._receive_response_headers(**kwargs) Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_async/http11.py", line 177, in _receive_response_headers Feb 12 133450 ip-172-31-28-146 python3[296790]: event = await self._receive_event(timeout=timeout) Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_async/http11.py", line 217, in _receive_event Feb 12 133450 ip-172-31-28-146 python3[296790]: data = await self._network_stream.read( Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_backends/anyio.py", line 32, in read Feb 12 133450 ip-172-31-28-146 python3[296790]: with map_exceptions(exc_map): Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/usr/lib/python3.12/contextlib.py", line 158, in exit Feb 12 133450 ip-172-31-28-146 python3[296790]: self.gen.throw(value) Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpcore/_exceptions.py", line 14, in map_exceptions Feb 12 133450 ip-172-31-28-146 python3[296790]: raise to_exc(exc) from exc Feb 12 133450 ip-172-31-28-146 python3[296790]: httpcore.ReadTimeout Feb 12 133450 ip-172-31-28-146 python3[296790]: The above exception was the direct cause of the following exception: Feb 12 133450 ip-172-31-28-146 python3[296790]: Traceback (most recent call last): Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/openai/_base_client.py", line 1582, in _request Feb 12 133450 ip-172-31-28-146 python3[296790]: response = await self._client.send( Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpx/_client.py", line 1629, in send Feb 12 133450 ip-172-31-28-146 python3[296790]: response = await self._send_handling_auth( Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpx/_client.py", line 1657, in _send_handling_auth Feb 12 133450 ip-172-31-28-146 python3[296790]: response = await self._send_handling_redirects( Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpx/_client.py", line 1694, in _send_handling_redirects Feb 12 133450 ip-172-31-28-146 python3[296790]: response = await self._send_single_request(request) Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpx/_client.py", line 1730, in _send_single_request Feb 12 133450 ip-172-31-28-146 python3[296790]: response = await transport.handle_async_request(request) Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpx/_transports/default.py", line 393, in handle_async_request Feb 12 133450 ip-172-31-28-146 python3[296790]: with map_httpcore_exceptions(): Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/usr/lib/python3.12/contextlib.py", line 158, in exit Feb 12 133450 ip-172-31-28-146 python3[296790]: self.gen.throw(value) Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/httpx/_transports/default.py", line 118, in map_httpcore_exceptions Feb 12 133450 ip-172-31-28-146 python3[296790]: raise mapped_exc(message) from exc Feb 12 133450 ip-172-31-28-146 python3[296790]: httpx.ReadTimeout Feb 12 133450 ip-172-31-28-146 python3[296790]: The above exception was the direct cause of the following exception: Feb 12 133450 ip-172-31-28-146 python3[296790]: Traceback (most recent call last): Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/livekit/plugins/openai/llm.py", line 743, in _run Feb 12 133450 ip-172-31-28-146 python3[296790]: stream = await self._client.chat.completions.create( Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/openai/resources/chat/completions.py", line 1720, in create Feb 12 133450 ip-172-31-28-146 python3[296790]: return await self._post( Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/openai/_base_client.py", line 1849, in post Feb 12 133450 ip-172-31-28-146 python3[296790]: return await self.request(cast_to, opts, stream=stream, stream_cls=stream_cls) Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/openai/_base_client.py", line 1543, in request Feb 12 133450 ip-172-31-28-146 python3[296790]: return await self._request( Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/openai/_base_client.py", line 1601, in _request Feb 12 133450 ip-172-31-28-146 python3[296790]: raise APITimeoutError(request=request) from err Feb 12 133450 ip-172-31-28-146 python3[296790]: openai.APITimeoutError: Request timed out. Feb 12 133450 ip-172-31-28-146 python3[296790]: During handling of the above exception, another exception occurred: Feb 12 133450 ip-172-31-28-146 python3[296790]: Traceback (most recent call last): Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/livekit/agents/llm/llm.py", line 150, in _main_task Feb 12 133450 ip-172-31-28-146 python3[296790]: return await self._run() Feb 12 133450 ip-172-31-28-146 python3[296790]: ^^^^^^^^^^^^^^^^^ Feb 12 133450 ip-172-31-28-146 python3[296790]: File "/home/ubuntu/livekit_denoiser_test/venv/lib/python3.12/site-packages/livekit/plugins/openai/llm.py", line 777, in _run Feb 12 133450 ip-172-31-28-146 python3[296790]: raise APITimeoutError(retryable=retryable) Feb 12 133450 ip-172-31-28-146 python3[296790]: livekit.agents._exceptions.APITimeoutError: Request timed out. {"llm": "livekit.plugins.openai.llm.LLM", "attempt": 1, "pid": 296840, "job_id": "AJ_awRVo9i7LCeC"} Feb 12 133451 ip-172-31-28-146 python3[296790]: 2 can you explain why i am having this error.

The error you're encountering is a

ReadTimeout

from the

httpcore

library, which is used by

httpx

to handle HTTP requests. This timeout occurs when the server takes too long to respond to a request, leading to an

APITimeoutError

in the OpenAI client. This is likely due to the OpenAI API taking longer than expected to generate a response for the LLM completion request. According to the LiveKit documentation, the default timeout settings for the OpenAI client are 30 seconds for the entire request, 10 seconds for connection, 5 seconds for reading, and 5 seconds for the connection pool. If the server does not respond within these time limits, a timeout error is raised. To address this issue, you can try the following: 1. Increase Timeout Settings: Adjust the timeout settings in your OpenAI client configuration to allow more time for the server to respond. 2. Check Network Conditions: Ensure that your network connection is stable and has sufficient bandwidth to handle the requests. 3. Retry Mechanism: Implement a retry mechanism to handle transient network issues or server delays. Would you like more detailed guidance on how to adjust these settings or implement a retry mechanism? Sources: - LiveKit documentation 👍 0 button 👎 0 button 💡 Hint: Mention @runllm in the thread for followups.