chunk siz = 1000, max_chars = 1500

utils.py

@@ -7,12 +7,9 @@ def get_llm_model(api_key, model_name="gemini-2.0-flash"):
     """Get LLM model"""
     return GoogleGenAI(model=model_name, api_key=api_key)
 
-def get_embedding_model(model_name="intfloat/multilingual-e5-large"):
-    """Use better multilingual embedding model"""
-    return HuggingFaceEmbedding(
-        model_name=model_name,
-        trust_remote_code=True
-    )
+def get_embedding_model(model_name="sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2"):
+    """Get embedding model"""
+    return HuggingFaceEmbedding(model_name=model_name)
 
 def get_reranker_model(model_name='cross-encoder/ms-marco-MiniLM-L-12-v2'):
     """Get reranker model"""