Init

app.py

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+import streamlit as st
+
+from langchain.agents import create_pandas_dataframe_agent
+from langchain.chat_models import ChatOpenAI
+from langchain.agents.agent_types import AgentType
+
+import pandas as pd
+
+form = st.sidebar.form(key='my_form')
+user_api_key = form.text_input(
+    label="#### Your OpenAI API key 👇",
+    placeholder="Paste your openAI API key, sk-",
+    type="password")
+uploaded_file = form.file_uploader("Choose a file")
+text_prompt = form.text_area('Text Prompt', value='Hello, how are you?')
+submit_button = form.form_submit_button(label='Submit')
+if submit_button :
+    df = pd.read_csv(uploaded_file)
+
+    st.title("OpenAI Chatbot 🤖"
+             )
+    st.subheader("This is a simple chatbot that uses OpenAI's GPT-3 model to generate responses to your text prompt. ")
+    
+    st.subheader("Your data:")
+    st.write(df)
+    
+    #horizontal line
+    st.markdown("""---""")
+
+    st.subheader("AI generated response:")
+    
+    agent = create_pandas_dataframe_agent(
+        ChatOpenAI(temperature=0, model="gpt-3.5-turbo-16k", openai_api_key=user_api_key),
+        df,
+        verbose=True,
+        agent_type=AgentType.OPENAI_FUNCTIONS,
+    )
+    
+    result = agent.run(text_prompt)
+    st.write(result)
+    
+    
+    

requirements.txt

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+langchain==0.0.263
+openai==0.27.8
+pandas==2.0.2
+streamlit==1.23.1
+streamlit_chat==0.0.2.2
+tabulate==0.9.0