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February 13, 2025 16:45
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| python client.py localhost 5000 "what pods are int he openshift-lightspeed namespace?" | |
| No available shields. Disable safety. | |
| Created session_id=32feb5bb-c1eb-4a2e-92b1-5f548b55812e for Agent(453bd9b5-53d1-4f13-82c0-5cfee5b826ef) | |
| inference> tool_call>Traceback (most recent call last): | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpx/_transports/default.py", line 72, in map_httpcore_exceptions | |
| yield | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpx/_transports/default.py", line 116, in __iter__ | |
| for part in self._httpcore_stream: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py", line 407, in __iter__ | |
| raise exc from None | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpcore/_sync/connection_pool.py", line 403, in __iter__ | |
| for part in self._stream: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpcore/_sync/http11.py", line 342, in __iter__ | |
| raise exc | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpcore/_sync/http11.py", line 334, in __iter__ | |
| for chunk in self._connection._receive_response_body(**kwargs): | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpcore/_sync/http11.py", line 203, in _receive_response_body | |
| event = self._receive_event(timeout=timeout) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpcore/_sync/http11.py", line 213, in _receive_event | |
| with map_exceptions({h11.RemoteProtocolError: RemoteProtocolError}): | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/contextlib.py", line 155, in __exit__ | |
| self.gen.throw(typ, value, traceback) | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpcore/_exceptions.py", line 14, in map_exceptions | |
| raise to_exc(exc) from exc | |
| httpcore.RemoteProtocolError: peer closed connection without sending complete message body (incomplete chunked read) | |
| The above exception was the direct cause of the following exception: | |
| Traceback (most recent call last): | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/ols-llamastack/client.py", line 103, in <module> | |
| fire.Fire(main) | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/fire/core.py", line 135, in Fire | |
| component_trace = _Fire(component, args, parsed_flag_args, context, name) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/fire/core.py", line 468, in _Fire | |
| component, remaining_args = _CallAndUpdateTrace( | |
| ^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/fire/core.py", line 684, in _CallAndUpdateTrace | |
| component = fn(*varargs, **kwargs) | |
| ^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/ols-llamastack/client.py", line 99, in main | |
| asyncio.run(run_main(host, port, user_query)) | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/runners.py", line 190, in run | |
| return runner.run(main) | |
| ^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/runners.py", line 118, in run | |
| return self._loop.run_until_complete(task) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/base_events.py", line 653, in run_until_complete | |
| return future.result() | |
| ^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/ols-llamastack/client.py", line 95, in run_main | |
| for log in EventLogger().log(response): | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/llama_stack_client/lib/agents/event_logger.py", line 167, in log | |
| for chunk in event_generator: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/llama_stack_client/lib/agents/agent.py", line 156, in _create_turn_streaming | |
| for chunk in response: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/llama_stack_client/_streaming.py", line 45, in __iter__ | |
| for item in self._iterator: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/llama_stack_client/_streaming.py", line 57, in __stream__ | |
| for sse in iterator: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/llama_stack_client/_streaming.py", line 49, in _iter_events | |
| yield from self._decoder.iter_bytes(self.response.iter_bytes()) | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/llama_stack_client/_streaming.py", line 203, in iter_bytes | |
| for chunk in self._iter_chunks(iterator): | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/llama_stack_client/_streaming.py", line 214, in _iter_chunks | |
| for chunk in iterator: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpx/_models.py", line 831, in iter_bytes | |
| for raw_bytes in self.iter_raw(): | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpx/_models.py", line 885, in iter_raw | |
| for raw_stream_bytes in self.stream: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpx/_client.py", line 127, in __iter__ | |
| for chunk in self._stream: | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpx/_transports/default.py", line 115, in __iter__ | |
| with map_httpcore_exceptions(): | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/contextlib.py", line 155, in __exit__ | |
| self.gen.throw(typ, value, traceback) | |
| File "/home/thoraxe/.pyenv/versions/ols-llamastack/lib/python3.11/site-packages/httpx/_transports/default.py", line 89, in map_httpcore_exceptions | |
| raise mapped_exc(message) from exc | |
| httpx.RemoteProtocolError: peer closed connection without sending complete message body (incomplete chunked read) |
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| # Copyright (c) Meta Platforms, Inc. and affiliates. | |
| # All rights reserved. | |
| # | |
| # This source code is licensed under the terms described in the LICENSE file in | |
| # the root directory of this source tree. | |
| import asyncio | |
| import os | |
| import subprocess | |
| import fire | |
| from llama_stack_client import LlamaStackClient | |
| from llama_stack_client.lib.agents.client_tool import client_tool | |
| from llama_stack_client.lib.agents.agent import Agent | |
| from llama_stack_client.lib.agents.event_logger import EventLogger | |
| from llama_stack_client.types.agent_create_params import AgentConfig | |
| pre_path = "/home/thoraxe/bin/" | |
| @client_tool | |
| async def get_object_namespace_list(kind: str, namespace: str) -> str: | |
| """Get the list of all objects in a namespace | |
| :param kind: the type of object | |
| :param namespace: the name of the namespace | |
| :returns: a plaintext list of the kind object in the namespace | |
| """ | |
| output = subprocess.run( | |
| [pre_path + "oc", "get", kind, "-n", namespace, "-o", "name"], | |
| capture_output=True, | |
| timeout=2, | |
| ) | |
| return output.stdout | |
| async def run_main(host: str, port: int, user_query: str, disable_safety: bool = False): | |
| client = LlamaStackClient( | |
| base_url=f"http://{host}:{port}", | |
| ) | |
| available_shields = [shield.identifier for shield in client.shields.list()] | |
| if not available_shields: | |
| print("No available shields. Disable safety.") | |
| else: | |
| print(f"Available shields found: {available_shields}") | |
| client_tools = [get_object_namespace_list] | |
| agent_config = AgentConfig( | |
| model="meta-llama/Llama-3.2-1B-Instruct", | |
| instructions="""You are a helpful assistant with access to the following | |
| function calls. Your task is to produce a list of function calls | |
| necessary to generate response to the user utterance. Use the following | |
| function calls as required.""", | |
| toolgroups=[], | |
| client_tools=[ | |
| client_tool.get_tool_definition() for client_tool in client_tools | |
| ], | |
| tool_choice="auto", | |
| tool_prompt_format="python_list", | |
| enable_session_persistence=False, | |
| ) | |
| agent = Agent(client, agent_config, client_tools) | |
| session_id = agent.create_session("test-session") | |
| print(f"Created session_id={session_id} for Agent({agent.agent_id})") | |
| response = agent.create_turn( | |
| messages=[ | |
| { | |
| "role": "user", | |
| "content": user_query, | |
| } | |
| ], | |
| session_id=session_id, | |
| ) | |
| for log in EventLogger().log(response): | |
| log.print() | |
| def main(host: str, port: int, user_query: str): | |
| asyncio.run(run_main(host, port, user_query)) | |
| if __name__ == "__main__": | |
| fire.Fire(main) |
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| INFO: ::1:39792 - "GET /v1/shields HTTP/1.1" 200 OK | |
| 16:40:44.024 [START] /v1/shields | |
| 16:40:44.025 [END] /v1/shields [StatusCode.OK] (1.41ms) | |
| 16:40:44.028 [START] /v1/agents | |
| INFO: ::1:39792 - "POST /v1/agents HTTP/1.1" 200 OK | |
| 16:40:44.036 [END] /v1/agents [StatusCode.OK] (7.92ms) | |
| 16:40:44.038 [START] /v1/agents/453bd9b5-53d1-4f13-82c0-5cfee5b826ef/session | |
| INFO: ::1:39792 - "POST /v1/agents/453bd9b5-53d1-4f13-82c0-5cfee5b826ef/session HTTP/1.1" 200 OK | |
| 16:40:44.050 [END] /v1/agents/453bd9b5-53d1-4f13-82c0-5cfee5b826ef/session [StatusCode.OK] (12.04ms) | |
| 16:40:44.053 [START] /v1/agents/453bd9b5-53d1-4f13-82c0-5cfee5b826ef/session/32feb5bb-c1eb-4a2e-92b1-5f548b55812e/turn | |
| INFO: ::1:39792 - "POST /v1/agents/453bd9b5-53d1-4f13-82c0-5cfee5b826ef/session/32feb5bb-c1eb-4a2e-92b1-5f548b55812e/turn HTTP/1.1" 200 OK | |
| 16:40:44.063 [START] create_and_execute_turn | |
| 16:40:44.089 [START] inference | |
| INFO 2025-02-13 11:40:44,310 httpx:1038: HTTP Request: POST http://192.168.1.252:4000/v1/chat/completions "HTTP/1.1 200 OK" | |
| 16:40:45.617 [END] inference [StatusCode.OK] (1528.26ms) | |
| 16:40:44.310 [INFO] HTTP Request: POST http://192.168.1.252:4000/v1/chat/completions "HTTP/1.1 200 OK" | |
| 16:40:45.618 [END] create_and_execute_turn [StatusCode.OK] (1555.13ms) | |
| Traceback (most recent call last): | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 207, in sse_generator | |
| async for item in event_gen: | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agents.py", line 169, in _create_agent_turn_streaming | |
| async for event in agent.create_and_execute_turn(request): | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 189, in create_and_execute_turn | |
| async for chunk in self.run( | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 258, in run | |
| async for res in self._run( | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 493, in _run | |
| async for chunk in await self.inference_api.chat_completion( | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/routers/routers.py", line 167, in <genexpr> | |
| return (chunk async for chunk in await provider.chat_completion(**params)) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/remote/inference/vllm/vllm.py", line 290, in _stream_chat_completion | |
| async for chunk in res: | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/remote/inference/vllm/vllm.py", line 175, in _process_vllm_chat_completion_stream_response | |
| tool_call = convert_tool_call(choice.delta.tool_calls[0]) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/utils/inference/openai_compat.py", line 443, in convert_tool_call | |
| return ToolCall( | |
| ^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/pydantic/main.py", line 214, in __init__ | |
| validated_self = self.__pydantic_validator__.validate_python(data, self_instance=self) | |
| ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| pydantic_core._pydantic_core.ValidationError: 3 validation errors for ToolCall | |
| call_id | |
| Input should be a valid string [type=string_type, input_value=None, input_type=NoneType] | |
| For further information visit https://errors.pydantic.dev/2.10/v/string_type | |
| tool_name.enum[BuiltinTool] | |
| Input should be 'brave_search', 'wolfram_alpha', 'photogen' or 'code_interpreter' [type=enum, input_value=None, input_type=NoneType] | |
| For further information visit https://errors.pydantic.dev/2.10/v/enum | |
| tool_name.str | |
| Input should be a valid string [type=string_type, input_value=None, input_type=NoneType] | |
| For further information visit https://errors.pydantic.dev/2.10/v/string_type | |
| 16:40:45.620 [END] /v1/agents/453bd9b5-53d1-4f13-82c0-5cfee5b826ef/session/32feb5bb-c1eb-4a2e-92b1-5f548b55812e/turn [StatusCode.OK] (1566.69ms) | |
| Traceback (most recent call last): | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 268, in __call__ | |
| await wrap(partial(self.listen_for_disconnect, receive)) | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 264, in wrap | |
| await func() | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 233, in listen_for_disconnect | |
| message = await receive() | |
| ^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/uvicorn/protocols/http/h11_impl.py", line 531, in receive | |
| await self.message_event.wait() | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/locks.py", line 213, in wait | |
| await fut | |
| asyncio.exceptions.CancelledError: Cancelled by cancel scope 7f59331c5510 | |
| During handling of the above exception, another exception occurred: | |
| + Exception Group Traceback (most recent call last): | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/middleware/errors.py", line 165, in __call__ | |
| | await self.app(scope, receive, _send) | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 311, in __call__ | |
| | return await self.app(scope, receive, send) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 269, in __call__ | |
| | return await self.app(scope, receive, send) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 62, in __call__ | |
| | await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app | |
| | raise exc | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/_exception_handler.py", line 42, in wrapped_app | |
| | await app(scope, receive, sender) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 715, in __call__ | |
| | await self.middleware_stack(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 735, in app | |
| | await route.handle(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 288, in handle | |
| | await self.app(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 76, in app | |
| | await wrap_app_handling_exceptions(app, request)(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app | |
| | raise exc | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/_exception_handler.py", line 42, in wrapped_app | |
| | await app(scope, receive, sender) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 74, in app | |
| | await response(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 261, in __call__ | |
| | async with anyio.create_task_group() as task_group: | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 767, in __aexit__ | |
| | raise BaseExceptionGroup( | |
| | ExceptionGroup: unhandled errors in a TaskGroup (1 sub-exception) | |
| +-+---------------- 1 ---------------- | |
| | Traceback (most recent call last): | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 207, in sse_generator | |
| | async for item in event_gen: | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agents.py", line 169, in _create_agent_turn_streaming | |
| | async for event in agent.create_and_execute_turn(request): | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 189, in create_and_execute_turn | |
| | async for chunk in self.run( | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 258, in run | |
| | async for res in self._run( | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 493, in _run | |
| | async for chunk in await self.inference_api.chat_completion( | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/routers/routers.py", line 167, in <genexpr> | |
| | return (chunk async for chunk in await provider.chat_completion(**params)) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/remote/inference/vllm/vllm.py", line 290, in _stream_chat_completion | |
| | async for chunk in res: | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/remote/inference/vllm/vllm.py", line 175, in _process_vllm_chat_completion_stream_response | |
| | tool_call = convert_tool_call(choice.delta.tool_calls[0]) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/utils/inference/openai_compat.py", line 443, in convert_tool_call | |
| | return ToolCall( | |
| | ^^^^^^^^^ | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/pydantic/main.py", line 214, in __init__ | |
| | validated_self = self.__pydantic_validator__.validate_python(data, self_instance=self) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | pydantic_core._pydantic_core.ValidationError: 3 validation errors for ToolCall | |
| | call_id | |
| | Input should be a valid string [type=string_type, input_value=None, input_type=NoneType] | |
| | For further information visit https://errors.pydantic.dev/2.10/v/string_type | |
| | tool_name.enum[BuiltinTool] | |
| | Input should be 'brave_search', 'wolfram_alpha', 'photogen' or 'code_interpreter' [type=enum, input_value=None, input_type=NoneType] | |
| | For further information visit https://errors.pydantic.dev/2.10/v/enum | |
| | tool_name.str | |
| | Input should be a valid string [type=string_type, input_value=None, input_type=NoneType] | |
| | For further information visit https://errors.pydantic.dev/2.10/v/string_type | |
| | | |
| | During handling of the above exception, another exception occurred: | |
| | | |
| | Traceback (most recent call last): | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 264, in wrap | |
| | await func() | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 245, in stream_response | |
| | async for chunk in self.body_iterator: | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 218, in sse_generator | |
| | "message": str(translate_exception(e)), | |
| | ^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 88, in translate_exception | |
| | exc = RequestValidationError(exc.raw_errors) | |
| | ^^^^^^^^^^^^^^ | |
| | AttributeError: 'pydantic_core._pydantic_core.ValidationError' object has no attribute 'raw_errors' | |
| +------------------------------------ | |
| ERROR: Exception in ASGI application | |
| Traceback (most recent call last): | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 268, in __call__ | |
| await wrap(partial(self.listen_for_disconnect, receive)) | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 264, in wrap | |
| await func() | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 233, in listen_for_disconnect | |
| message = await receive() | |
| ^^^^^^^^^^^^^^^ | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/uvicorn/protocols/http/h11_impl.py", line 531, in receive | |
| await self.message_event.wait() | |
| File "/home/thoraxe/.pyenv/versions/3.11.5/lib/python3.11/asyncio/locks.py", line 213, in wait | |
| await fut | |
| asyncio.exceptions.CancelledError: Cancelled by cancel scope 7f59331c5510 | |
| During handling of the above exception, another exception occurred: | |
| + Exception Group Traceback (most recent call last): | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/uvicorn/protocols/http/h11_impl.py", line 403, in run_asgi | |
| | result = await app( # type: ignore[func-returns-value] | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/uvicorn/middleware/proxy_headers.py", line 60, in __call__ | |
| | return await self.app(scope, receive, send) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/fastapi/applications.py", line 1054, in __call__ | |
| | await super().__call__(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/applications.py", line 112, in __call__ | |
| | await self.middleware_stack(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/middleware/errors.py", line 187, in __call__ | |
| | raise exc | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/middleware/errors.py", line 165, in __call__ | |
| | await self.app(scope, receive, _send) | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 311, in __call__ | |
| | return await self.app(scope, receive, send) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 269, in __call__ | |
| | return await self.app(scope, receive, send) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 62, in __call__ | |
| | await wrap_app_handling_exceptions(self.app, conn)(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app | |
| | raise exc | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/_exception_handler.py", line 42, in wrapped_app | |
| | await app(scope, receive, sender) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 715, in __call__ | |
| | await self.middleware_stack(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 735, in app | |
| | await route.handle(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 288, in handle | |
| | await self.app(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 76, in app | |
| | await wrap_app_handling_exceptions(app, request)(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/_exception_handler.py", line 53, in wrapped_app | |
| | raise exc | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/_exception_handler.py", line 42, in wrapped_app | |
| | await app(scope, receive, sender) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/routing.py", line 74, in app | |
| | await response(scope, receive, send) | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 261, in __call__ | |
| | async with anyio.create_task_group() as task_group: | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/anyio/_backends/_asyncio.py", line 767, in __aexit__ | |
| | raise BaseExceptionGroup( | |
| | ExceptionGroup: unhandled errors in a TaskGroup (1 sub-exception) | |
| +-+---------------- 1 ---------------- | |
| | Traceback (most recent call last): | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 207, in sse_generator | |
| | async for item in event_gen: | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agents.py", line 169, in _create_agent_turn_streaming | |
| | async for event in agent.create_and_execute_turn(request): | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 189, in create_and_execute_turn | |
| | async for chunk in self.run( | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 258, in run | |
| | async for res in self._run( | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/inline/agents/meta_reference/agent_instance.py", line 493, in _run | |
| | async for chunk in await self.inference_api.chat_completion( | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/routers/routers.py", line 167, in <genexpr> | |
| | return (chunk async for chunk in await provider.chat_completion(**params)) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/remote/inference/vllm/vllm.py", line 290, in _stream_chat_completion | |
| | async for chunk in res: | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/remote/inference/vllm/vllm.py", line 175, in _process_vllm_chat_completion_stream_response | |
| | tool_call = convert_tool_call(choice.delta.tool_calls[0]) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/providers/utils/inference/openai_compat.py", line 443, in convert_tool_call | |
| | return ToolCall( | |
| | ^^^^^^^^^ | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/pydantic/main.py", line 214, in __init__ | |
| | validated_self = self.__pydantic_validator__.validate_python(data, self_instance=self) | |
| | ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ | |
| | pydantic_core._pydantic_core.ValidationError: 3 validation errors for ToolCall | |
| | call_id | |
| | Input should be a valid string [type=string_type, input_value=None, input_type=NoneType] | |
| | For further information visit https://errors.pydantic.dev/2.10/v/string_type | |
| | tool_name.enum[BuiltinTool] | |
| | Input should be 'brave_search', 'wolfram_alpha', 'photogen' or 'code_interpreter' [type=enum, input_value=None, input_type=NoneType] | |
| | For further information visit https://errors.pydantic.dev/2.10/v/enum | |
| | tool_name.str | |
| | Input should be a valid string [type=string_type, input_value=None, input_type=NoneType] | |
| | For further information visit https://errors.pydantic.dev/2.10/v/string_type | |
| | | |
| | During handling of the above exception, another exception occurred: | |
| | | |
| | Traceback (most recent call last): | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 264, in wrap | |
| | await func() | |
| | File "/home/thoraxe/.pyenv/versions/3.11.5/envs/ols-llamastack/lib/python3.11/site-packages/starlette/responses.py", line 245, in stream_response | |
| | async for chunk in self.body_iterator: | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 218, in sse_generator | |
| | "message": str(translate_exception(e)), | |
| | ^^^^^^^^^^^^^^^^^^^^^^ | |
| | File "/home/thoraxe/Red_Hat/openshift/llamaindex-experiments/llama-stack/llama_stack/distribution/server/server.py", line 88, in translate_exception | |
| | exc = RequestValidationError(exc.raw_errors) | |
| | ^^^^^^^^^^^^^^ | |
| | AttributeError: 'pydantic_core._pydantic_core.ValidationError' object has no attribute 'raw_errors' | |
| +------------------------------------ |
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