unsloth bnb 4bits

README.md

@@ -7,8 +7,7 @@ sdk: gradio
 sdk_version: 5.23.3
 app_file: app.py
 pinned: True
-short_description: an LLM multiagent system with self correcting text2sql agent and RAG agent using smolagents, gradio, HF Spaces, sqlalchemy,lanchain for sematic search, chromadb
-
+short_description: an bakery themed LLM multiagent system with orders sqlite database and recipe rag 
 ---
 
 an LLM multiagent system with self correcting text2sql agent and RAG agent using smolagents, gradio, HF Spaces, sqlalchemy,lanchain for sematic search, chromadb

app.py

@@ -217,7 +217,8 @@ if __name__ == "__main__":
 
     with gr.Blocks() as b:
         gr.Markdown('''
-        #an LLM multiagent system with self correcting text2sql agent and RAG agent using smolagents, gradio, HF Spaces, sqlalchemy,lanchain for sematic search, chromadb
+        #a bakery shop ordering LLM multiagent system with self correcting text2sql agent for orders and RAG agent for recipes.
+        using smolagents, gradio, HF Spaces, sqlalchemy,lanchain for sematic search, chromadb
         Not working at the moment due to a pontential bug in smolagent library.
         ''')
         chatbot = gr.Chatbot(type="messages", height=1000)