Base OpenAI LLM service
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52
src/dailyai/services/openai_llm_context.py
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52
src/dailyai/services/openai_llm_context.py
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from typing import List
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from openai._types import NOT_GIVEN, NotGiven
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from openai.types.chat import (
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ChatCompletionToolParam,
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ChatCompletionToolChoiceOptionParam,
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ChatCompletionMessageParam,
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)
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class OpenAILLMContext:
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def __init__(
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self,
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messages: List[ChatCompletionMessageParam] | None = None,
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tools: List[ChatCompletionToolParam] | NotGiven = NOT_GIVEN,
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tool_choice: ChatCompletionToolChoiceOptionParam | NotGiven = NOT_GIVEN
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):
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self.messages: List[ChatCompletionMessageParam] = messages if messages else []
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self.tool_choice: ChatCompletionToolChoiceOptionParam | NotGiven = tool_choice
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self.tools: List[ChatCompletionToolParam] | NotGiven = tools
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@staticmethod
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def from_messages(messages: List[dict]) -> "OpenAILLMContext":
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context = OpenAILLMContext()
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for message in messages:
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context.add_message({
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"content":message["content"],
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"role":message["role"],
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"name":message["name"] if "name" in message else message["role"]
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})
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return context
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#def __deepcopy__(self, memo):
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def add_message(self, message: ChatCompletionMessageParam):
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self.messages.append(message)
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def get_messages(self) -> List[ChatCompletionMessageParam]:
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return self.messages
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def set_tool_choice(
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self, tool_choice: ChatCompletionToolChoiceOptionParam | NotGiven
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):
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self.tool_choice = tool_choice
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def set_tools(self, tools:List[ChatCompletionToolParam] | NotGiven = NOT_GIVEN):
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if tools != NOT_GIVEN and len(tools) == 0:
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tools = NOT_GIVEN
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self.tools = tools
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