tutorial94

tutorial94/main.py

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+import streamlit as st
+import pandas as pd
+from pandasai import SmartDataframe
+from langchain_openai import ChatOpenAI
+from pandasai.responses.streamlit_response import StreamlitResponse
+import os,glob
+pwd=os.getcwd()
+
+llm=ChatOpenAI(model="gpt-4o")
+st.title("CHAT WITH YOUR EXCEL FILE")
+file=st.file_uploader("upload your file",type=["xlsx"])
+if file:
+    df=pd.read_excel(file)
+    sdf=SmartDataframe(df,
+                       config={"llm":llm,"response_parser":StreamlitResponse,"save_charts":True,
+                               "save_charts_path":pwd
+                               }
+    )
+    options=["chat","plot"]
+    selected_option=st.selectbox("choose an option",options)
+    if (selected_option=="chat"):
+        input=st.text_area("ask your question here")
+        if input is not None:
+            btn=st.button("submit")
+            if btn:
+                response=sdf.chat(input)
+                st.write(response)
+    if (selected_option=="plot"):
+        file=glob.glob(pwd+"/*.png")
+        if file:
+            os.remove(file[0])
+        input=st.text_area("ask your question here")
+        if input is not None:
+            btn=st.button("submit")
+            if btn:
+                response=sdf.chat(input)
+                file=glob.glob(pwd+"/*.png")
+                if file:
+                    st.image(image=file[0],caption="plot for :"+ input,width=1024)
+
+
+
+

tutorial94/question.txt

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+which player has the maximum value?
+which player has the maximum wage ?
+which club has the maximum player playimng for them? write all the playhers name in simple text
+Plot bar chart for top 5 clubs with player count in ascending order , using different colors for each bar
+plot pie chart for top 5 clubs with respect to  player count