fix: pass embed_dim to openai sdk

Author: gusye1234

src/server/api/memobase_server/__init__.py

@@ -1,4 +1,4 @@
-__version__ = "0.0.41"
+__version__ = "0.0.42"
 
 __author__ = "memobase.io"
 __url__ = "https://github.com/memodb-io/memobase"

src/server/api/memobase_server/llms/embeddings/openai_embedding.py

@@ -1,15 +1,18 @@
 import numpy as np
 from typing import Literal
 from .utils import get_openai_async_client_instance
-from ...env import LOG
+from ...env import LOG, CONFIG
 
 
 async def openai_embedding(
     model: str, texts: list[str], phase: Literal["query", "document"] = "document"
 ) -> np.ndarray:
     openai_async_client = get_openai_async_client_instance()
     response = await openai_async_client.embeddings.create(
-        model=model, input=texts, encoding_format="float"
+        model=model,
+        input=texts,
+        encoding_format="float",
+        dimensions=CONFIG.embedding_dim,
     )
 
     prompt_tokens = getattr(response.usage, "prompt_tokens", None)