Create app.py

app.py

@@ -0,0 +1,23 @@
+import streamlit as st
+import pandas as pd
+from transformers import pipeline
+from pandasai import SmartDataframe
+
+llm =  pipeline("text-generation", model="meta-llama/Meta-Llama-3-8B")
+
+st.title("Data Analysis with Pandas AI")
+
+uploader_file = st.file_uploader("Upload a excel file", type = ["xlsx"] )
+
+if uploader_file is not None:
+    data = pd.read_excel(uploader_file)
+    st.write(data.head(3))
+    df = SmartDataframe(data, config={"llm": llm})
+    prompt = st.text_area("Enter your Prompt:")
+
+    if st.button("Generate"):
+        if prompt:
+            with st.spinner("Generative response ...."):
+                st.write(df.chat(prompt))
+        else:
+            st.warning("Please enter a Prompt")