[Mem0] Update dependencies and make the package lighter (#1708)

Co-authored-by: Dev-Khant <devkhant24@gmail.com>
This commit is contained in:
Deshraj Yadav
2024-08-14 23:28:07 -07:00
committed by GitHub
parent e35786e567
commit a8ba7abb7d
35 changed files with 634 additions and 1594 deletions

View File

@@ -6,13 +6,14 @@ from openai import AzureOpenAI
from mem0.llms.base import LLMBase
from mem0.configs.llms.base import BaseLlmConfig
class AzureOpenAILLM(LLMBase):
def __init__(self, config: Optional[BaseLlmConfig] = None):
super().__init__(config)
# Model name should match the custom deployment name chosen for it.
if not self.config.model:
self.config.model="gpt-4o"
self.config.model = "gpt-4o"
self.client = AzureOpenAI()
def _parse_response(self, response, tools):
@@ -29,21 +30,22 @@ class AzureOpenAILLM(LLMBase):
if tools:
processed_response = {
"content": response.choices[0].message.content,
"tool_calls": []
"tool_calls": [],
}
if response.choices[0].message.tool_calls:
for tool_call in response.choices[0].message.tool_calls:
processed_response["tool_calls"].append({
"name": tool_call.function.name,
"arguments": json.loads(tool_call.function.arguments)
})
processed_response["tool_calls"].append(
{
"name": tool_call.function.name,
"arguments": json.loads(tool_call.function.arguments),
}
)
return processed_response
else:
return response.choices[0].message.content
def generate_response(
self,
messages: List[Dict[str, str]],
@@ -64,11 +66,11 @@ class AzureOpenAILLM(LLMBase):
str: The generated response.
"""
params = {
"model": self.config.model,
"messages": messages,
"temperature": self.config.temperature,
"max_tokens": self.config.max_tokens,
"top_p": self.config.top_p
"model": self.config.model,
"messages": messages,
"temperature": self.config.temperature,
"max_tokens": self.config.max_tokens,
"top_p": self.config.top_p,
}
if response_format:
params["response_format"] = response_format