diff --git a/scrapegraphai/graphs/abstract_graph.py b/scrapegraphai/graphs/abstract_graph.py
index b5f3a681..87a00f9b 100644
--- a/scrapegraphai/graphs/abstract_graph.py
+++ b/scrapegraphai/graphs/abstract_graph.py
@@ -298,7 +298,7 @@ class AbstractGraph(ABC):
                 google_api_key=llm_config["api_key"], model="models/embedding-001"
             )
         if isinstance(self.llm_model, OpenAI):
-            return OpenAIEmbeddings(api_key=self.llm_model.openai_api_key)
+            return OpenAIEmbeddings(api_key=self.llm_model.openai_api_key, base_url=self.llm_model.openai_api_base)
         elif isinstance(self.llm_model, DeepSeek):
             return OpenAIEmbeddings(api_key=self.llm_model.openai_api_key)   
         elif isinstance(self.llm_model, AzureOpenAIEmbeddings):
@@ -407,4 +407,4 @@ class AbstractGraph(ABC):
         """
         Abstract method to execute the graph and return the result.
         """
-        pass
\ No newline at end of file
+        pass