41 lines
1.3 KiB
Python
41 lines
1.3 KiB
Python
from typing import Dict, List, Optional
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from together import Together
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from mem0.llms.base import LLMBase
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class TogetherLLM(LLMBase):
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def __init__(self, model="mistralai/Mixtral-8x7B-Instruct-v0.1"):
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self.client = Together()
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self.model = model
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def generate_response(
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self,
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messages: List[Dict[str, str]],
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response_format=None,
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tools: Optional[List[Dict]] = None,
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tool_choice: str = "auto",
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):
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"""
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Generate a response based on the given messages using TogetherAI.
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Args:
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messages (list): List of message dicts containing 'role' and 'content'.
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response_format (str or object, optional): Format of the response. Defaults to "text".
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tools (list, optional): List of tools that the model can call. Defaults to None.
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tool_choice (str, optional): Tool choice method. Defaults to "auto".
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Returns:
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str: The generated response.
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"""
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params = {"model": self.model, "messages": messages}
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if response_format:
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params["response_format"] = response_format
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if tools:
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params["tools"] = tools
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params["tool_choice"] = tool_choice
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response = self.client.chat.completions.create(**params)
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return response
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