changes in the embedding model

query.py

@@ -22,12 +22,11 @@ chat = ChatGroq(
 )
 
 #Embedding Model 
-embedding = HuggingFaceInferenceAPIEmbeddings(api_key= hf_token)
-
+embedding = HuggingFaceInferenceAPIEmbeddings(api_key= hf_token, model_name = "BAAI/bge-base-en-v1.5" )
 
 # Connect to Pinecone
 vectorstore = PineconeVectorStore.from_existing_index(
-    index_name= 'courselens',
+    index_name= 'courselens-2',
     embedding= embedding,
 )
 
@@ -65,4 +64,5 @@ def generate_response(text):
     response = rag_chain.invoke(text)
     return response
 
+#Testing the responses
 #print(generate_response("I want to learn tableau. How to learn it?"))