Create app.py

app.py

@@ -0,0 +1,61 @@
+import streamlit as st
+import requests
+import os
+from openai import OpenAI
+
+# Initialize the OpenAI client
+client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
+
+def fetch_data_from_api(url):
+    response = requests.get(url)
+    if response.status_code == 200:
+        return response.json()
+    else:
+        return None
+
+def generate_summary(data):
+    if data is None or not isinstance(data, dict):
+        return "Error: Data is not available or not in the expected format"
+    text = " ".join(str(value) for value in data.values())
+    return text
+
+def generate_chat_response(summary, data, client):
+    try:
+        chat_completion = client.chat.completions.create(
+            messages=[{"role": "user", "content": f"{summary} {data}"}],
+            model="gpt-3.5-turbo",
+        )
+        return chat_completion.choices[0].message['content']
+    except Exception as e:
+        return f"Failed to generate chat response: {e}"
+
+def main():
+    st.title("Display Data from API and Generate Chat Response")
+
+    # Fetch OpenAI API key from UI input
+    openai_api_key = st.text_input("Enter your OpenAI API key:", type="password")
+
+    api_endpoint = st.text_input("Enter the API endpoint:")
+    if api_endpoint and openai_api_key:
+        # Initialize the OpenAI client with the UI provided API key
+        client = OpenAI(api_key=openai_api_key)
+
+        data = fetch_data_from_api(api_endpoint)
+        if data:
+            st.subheader("Data from API")
+            st.write(data)
+            summary = generate_summary(data)
+            st.subheader("Summary Generated")
+            st.write(summary)
+            chat_response = generate_chat_response(summary, data, client)
+            st.subheader("Chat Response Generated")
+            st.write(chat_response)
+        else:
+            st.write("Error: Failed to fetch data from the API endpoint")
+    elif not openai_api_key:
+        st.warning("Please enter your OpenAI API key.")
+
+
+if __name__ == "__main__":
+    main()
+