AzureOpenAI Embedding Model and LLM Model Initialisation from Config. (#1773)

mem0/configs/base.py

@@ -55,4 +55,20 @@ class MemoryConfig(BaseModel):
         description="The version of the API",
         default="v1.0",
     )
-    
+    
+
+class AzureConfig(BaseModel):
+    """
+    Configuration settings for Azure.
+
+    Args:
+        api_key (str): The API key used for authenticating with the Azure service.
+        azure_deployment (str): The name of the Azure deployment.
+        azure_endpoint (str): The endpoint URL for the Azure service.
+        api_version (str): The version of the Azure API being used.
+    """
+
+    api_key: str = Field(description="The API key used for authenticating with the Azure service.", default=None)
+    azure_deployment : str = Field(description="The name of the Azure deployment.", default=None)
+    azure_endpoint : str = Field(description="The endpoint URL for the Azure service.", default=None)
+    api_version : str = Field(description="The version of the Azure API being used.", default=None)

mem0/configs/embeddings/base.py

@@ -1,4 +1,5 @@
 from abc import ABC
+from mem0.configs.base import AzureConfig
 from typing import Optional, Union, Dict
 
 import httpx
@@ -21,6 +22,7 @@ class BaseEmbedderConfig(ABC):
         # Huggingface specific
         model_kwargs: Optional[dict] = None,
         # AzureOpenAI specific
+        azure_kwargs: Optional[AzureConfig] = {},
         http_client_proxies: Optional[Union[Dict, str]] = None,
     ):
         """
@@ -38,6 +40,8 @@ class BaseEmbedderConfig(ABC):
         :type model_kwargs: Optional[Dict[str, Any]], defaults a dict inside init
         :param openai_base_url: Openai base URL to be use, defaults to "https://api.openai.com/v1"
         :type openai_base_url: Optional[str], optional
+        :param azure_kwargs: key-value arguments for the AzureOpenAI embedding model, defaults a dict inside init
+        :type azure_kwargs: Optional[Dict[str, Any]], defaults a dict inside init
         :param http_client_proxies: The proxy server settings used to create self.http_client, defaults to None
         :type http_client_proxies: Optional[Dict | str], optional
         """
@@ -55,3 +59,6 @@ class BaseEmbedderConfig(ABC):
 
         # Huggingface specific
         self.model_kwargs = model_kwargs or {}
+        
+        # AzureOpenAI specific
+        self.azure_kwargs = AzureConfig(**azure_kwargs) or {}

mem0/configs/llms/base.py

@@ -1,4 +1,5 @@
 from abc import ABC
+from mem0.configs.base import AzureConfig
 from typing import Optional, Union, Dict
 
 import httpx
@@ -27,7 +28,8 @@ class BaseLlmConfig(ABC):
         app_name: Optional[str] = None,
         # Ollama specific
         ollama_base_url: Optional[str] = None,
-
+        # AzureOpenAI specific
+        azure_kwargs: Optional[AzureConfig] = {},
         # AzureOpenAI specific
         http_client_proxies: Optional[Union[Dict, str]] = None,
     ):
@@ -62,6 +64,8 @@ class BaseLlmConfig(ABC):
         :type ollama_base_url: Optional[str], optional
         :param openai_base_url: Openai base URL to be use, defaults to "https://api.openai.com/v1"
         :type openai_base_url: Optional[str], optional
+        :param azure_kwargs: key-value arguments for the AzureOpenAI LLM model, defaults a dict inside init
+        :type azure_kwargs: Optional[Dict[str, Any]], defaults a dict inside init
         :param http_client_proxies: The proxy server(s) settings used to create self.http_client, defaults to None
         :type http_client_proxies: Optional[Dict | str], optional
         """
@@ -86,3 +90,6 @@ class BaseLlmConfig(ABC):
 
         # Ollama specific
         self.ollama_base_url = ollama_base_url
+
+        # AzureOpenAI specific
+        self.azure_kwargs = AzureConfig(**azure_kwargs) or {}