[Mem0] Update dependencies and make the package lighter (#1708)
Co-authored-by: Dev-Khant <devkhant24@gmail.com>
This commit is contained in:
@@ -1,7 +1,12 @@
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import json
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from typing import Dict, List, Optional
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import litellm
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try:
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import litellm
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except ImportError:
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raise ImportError(
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"litellm requires extra dependencies. Install with `pip install litellm`"
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) from None
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from mem0.llms.base import LLMBase
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from mem0.configs.llms.base import BaseLlmConfig
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@@ -12,8 +17,8 @@ class LiteLLM(LLMBase):
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super().__init__(config)
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if not self.config.model:
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self.config.model="gpt-4o"
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self.config.model = "gpt-4o"
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def _parse_response(self, response, tools):
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"""
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Process the response based on whether tools are used or not.
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@@ -28,16 +33,18 @@ class LiteLLM(LLMBase):
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if tools:
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processed_response = {
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"content": response.choices[0].message.content,
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"tool_calls": []
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"tool_calls": [],
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}
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if response.choices[0].message.tool_calls:
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for tool_call in response.choices[0].message.tool_calls:
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processed_response["tool_calls"].append({
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"name": tool_call.function.name,
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"arguments": json.loads(tool_call.function.arguments)
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})
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processed_response["tool_calls"].append(
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{
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"name": tool_call.function.name,
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"arguments": json.loads(tool_call.function.arguments),
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}
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)
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return processed_response
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else:
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return response.choices[0].message.content
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@@ -62,14 +69,16 @@ class LiteLLM(LLMBase):
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str: The generated response.
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"""
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if not litellm.supports_function_calling(self.config.model):
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raise ValueError(f"Model '{self.config.model}' in litellm does not support function calling.")
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raise ValueError(
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f"Model '{self.config.model}' in litellm does not support function calling."
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)
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params = {
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"model": self.config.model,
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"messages": messages,
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"temperature": self.config.temperature,
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"max_tokens": self.config.max_tokens,
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"top_p": self.config.top_p
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"model": self.config.model,
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"messages": messages,
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"temperature": self.config.temperature,
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"max_tokens": self.config.max_tokens,
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"top_p": self.config.top_p,
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}
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if response_format:
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params["response_format"] = response_format
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