add email test code

packages/leann-core/src/leann/api.py

@@ -39,7 +39,8 @@ def compute_embeddings(chunks: List[str], model_name: str) -> np.ndarray:
         model = model.to("mps")
 
     # Generate embeddings
-    embeddings = model.encode(chunks, convert_to_numpy=True, show_progress_bar=True, batch_size=64)
+    # give use an warning if OOM here means we need to turn down the batch size
+    embeddings = model.encode(chunks, convert_to_numpy=True, show_progress_bar=True, batch_size=256)
 
     return embeddings
 

packages/leann-core/src/leann/chat.py

@@ -209,10 +209,13 @@ def get_llm(llm_config: Optional[Dict[str, Any]] = None) -> LLMInterface:
         An instance of an LLMInterface subclass.
     """
     if llm_config is None:
-        logger.info("No LLM config provided, defaulting to simulated chat.")
-        return SimulatedChat()
+        llm_config = {
+            "type": "openai",
+            "model": "gpt-4o",
+            "api_key": os.getenv("OPENAI_API_KEY")
+        }
 
-    llm_type = llm_config.get("type", "simulated")
+    llm_type = llm_config.get("type", "openai")
     model = llm_config.get("model")
     
     logger.info(f"Attempting to create LLM of type='{llm_type}' with model='{model}'")