mirror of https://github.com/dapr/dapr-agents.git
72 lines
2.5 KiB
Python
72 lines
2.5 KiB
Python
from dapr_agents.types.llm import OpenAIClientConfig
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from dapr_agents.llm.utils import HTTPHelper
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from typing import Union, Optional
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from openai import OpenAI
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import logging
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logger = logging.getLogger(__name__)
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class OpenAIClient:
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"""
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Client for interfacing with OpenAI's language models.
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This client handles API communication, including sending requests and processing responses.
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"""
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def __init__(
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self,
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api_key: str,
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base_url: Optional[str] = None,
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organization: Optional[str] = None,
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project: Optional[str] = None,
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timeout: Union[int, float, dict] = 1500
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):
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"""
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Initializes the OpenAI client with API key, base URL, and organization.
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Args:
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api_key: The OpenAI API key.
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base_url: The base URL for OpenAI API (defaults to https://api.openai.com/v1).
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organization: The OpenAI organization (optional).
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project: The OpenAI Project name (optional).
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timeout: Timeout for requests (default is 1500 seconds).
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"""
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self.api_key = api_key # or inferred from OPENAI_API_KEY env variable.
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self.base_url = base_url # or set to "https://api.openai.com/v1" by default.
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self.organization = organization # or inferred from OPENAI_ORG_ID env variable.
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self.project = project # or inferred from OPENAI_PROJECT_ID env variable.
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self.timeout = HTTPHelper.configure_timeout(timeout)
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def get_client(self) -> OpenAI:
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"""
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Returns the OpenAI client.
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Returns:
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OpenAI: The initialized OpenAI client.
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"""
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return OpenAI(
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api_key=self.api_key,
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base_url=self.base_url,
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organization=self.organization,
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project=self.project,
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timeout=self.timeout
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)
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@classmethod
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def from_config(cls, client_options: OpenAIClientConfig, timeout: Union[int, float, dict] = 1500):
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"""
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Initialize OpenAIBaseClient using OpenAIClientConfig.
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Args:
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client_options: The client options containing the configuration.
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timeout: Timeout for requests (default is 1500 seconds).
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Returns:
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OpenAIBaseClient: An initialized instance.
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"""
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return cls(
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api_key=client_options.api_key,
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base_url=client_options.base_url,
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organization=client_options.organization,
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project=client_options.project,
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timeout=timeout
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) |