Add config option for vertex embedding tasks (#2266)

mem0/embeddings/openai.py

@@ -1,5 +1,5 @@
 import os
-from typing import Optional
+from typing import Literal, Optional
 
 from openai import OpenAI
 
@@ -18,13 +18,13 @@ class OpenAIEmbedding(EmbeddingBase):
         base_url = self.config.openai_base_url or os.getenv("OPENAI_API_BASE")
         self.client = OpenAI(api_key=api_key, base_url=base_url)
 
-    def embed(self, text):
+    def embed(self, text, memory_action:Optional[Literal["add", "search", "update"]] = None):
         """
         Get the embedding for the given text using OpenAI.
 
         Args:
             text (str): The text to embed.
-
+            memory_action (optional): The type of embedding to use. Must be one of "add", "search", or "update". Defaults to None.
         Returns:
             list: The embedding vector.
         """