Create app.py

app.py

@@ -0,0 +1,46 @@
+import streamlit as st 
+from pandasai.llm.openai import OpenAI
+from dotenv import load_dotenv
+import os
+import pandas as pd
+from pandasai import PandasAI
+
+load_dotenv()
+
+
+openai_api_key = os.getenv("OPENAI_API_KEY")
+
+
+def chat_with_csv(df,prompt):
+    llm = OpenAI(api_token=openai_api_key)
+    pandas_ai = PandasAI(llm)
+    result = pandas_ai.run(df, prompt=prompt)
+    print(result)
+    return result
+
+st.set_page_config(layout='wide')
+
+st.title("ChatCSV powered by LLM")
+
+input_csv = st.file_uploader("Upload your CSV file", type=['csv'])
+
+if input_csv is not None:
+
+        col1, col2 = st.columns([1,1])
+
+        with col1:
+            st.info("CSV Uploaded Successfully")
+            data = pd.read_csv(input_csv)
+            st.dataframe(data, use_container_width=True)
+
+        with col2:
+
+            st.info("Chat Below")
+            
+            input_text = st.text_area("Enter your query")
+
+            if input_text is not None:
+                if st.button("Chat with CSV"):
+                    st.info("Your Query: "+input_text)
+                    result = chat_with_csv(data, input_text)
+                    st.success(result)