Update app.py

app.py

@@ -16,6 +16,7 @@ import re
 import plotly.graph_objects as go
 import csv
 from langchain_openai import AzureChatOpenAI
+from langchain_openai import AzureOpenAIEmbeddings
 
 
 # Configure logging
@@ -89,7 +90,8 @@ class JobPotral:
           chunks = text_splitter.split_documents(docs)
 
           # Create embeddings
-          embeddings = OpenAIEmbeddings()
+          embeddings = AzureOpenAIEmbeddings(
+                azure_deployment="openai_embedding")
 
           #create knowledge base
           knowledge_base = FAISS.from_documents(chunks, embeddings)