Update app.py

app.py

@@ -31,7 +31,7 @@ nltk_chunks = text_splitter.create_documents(documents, metadatas=metadatas)
 llm = Ollama(model="llama3")
 
 # Create an embedding model
-embeddings = HuggingFaceEmbeddings(model_name="all-MiniLM-L6-v2")
+embeddings = HuggingFaceEmbeddings(model_name="intfloat/multilingual-e5-base")
 
 docs_text = [doc.page_content for doc in nltk_chunks]
 docs_embedding = embeddings.embed_documents(docs_text)