Upload 2 files

pages/CSV_Data_Analyzer.py

@@ -0,0 +1,20 @@
+import streamlit as st
+from dotenv import load_dotenv
+from utils import query_agent
+
+load_dotenv()
+
+
+st.title("Let's do some analysis on your CSV")
+st.header("Please upload your CSV file here:")
+
+# Capture the CSV file
+data = st.file_uploader("Upload CSV file",type="csv")
+
+query = st.text_area("Enter your query")
+button = st.button("Generate Response")
+
+if button:
+    # Get Response
+    answer =  query_agent(data,query)
+    st.write(answer)

utils1.py

@@ -0,0 +1,13 @@
+from langchain.agents import create_pandas_dataframe_agent
+import pandas as pd
+from langchain.llms import OpenAI
+
+def query_agent(data, query):
+    # Parse the CSV file and create a Pandas DataFrame from its contents.
+    df = pd.read_csv(data)
+    llm = OpenAI()
+    # Create a Pandas DataFrame agent.
+    agent = create_pandas_dataframe_agent(llm, df, verbose=True)
+    #Python REPL: A Python shell used to evaluating and executing Python commands. 
+    #It takes python code as input and outputs the result. The input python code can be generated from another tool in the LangChain
+    return agent.run(query)