Update app.py
Browse files
app.py
CHANGED
|
@@ -5,41 +5,35 @@ from streamlit_chat import message
|
|
| 5 |
import pandas as pd
|
| 6 |
from streamlit_chat import message as st_message # Ensure streamlit_chat is installed
|
| 7 |
|
| 8 |
-
# Load data function remains the same
|
| 9 |
-
def load_data(path):
|
| 10 |
-
return pd.read_csv(path)
|
| 11 |
|
| 12 |
-
#
|
| 13 |
-
openai.api_key =
|
| 14 |
|
| 15 |
-
|
| 16 |
-
# File uploader and data loading logic can remain the same
|
| 17 |
-
uploaded_file = st.sidebar.file_uploader("Choose a CSV file", type="csv")
|
| 18 |
-
if uploaded_file is not None:
|
| 19 |
-
st.session_state["df"] = pd.read_csv(uploaded_file)
|
| 20 |
-
|
| 21 |
-
# Function to generate a response from OpenAI's chat model
|
| 22 |
def ask_openai(prompt):
|
| 23 |
try:
|
| 24 |
-
response = openai.
|
| 25 |
-
model="
|
| 26 |
-
|
| 27 |
-
|
|
|
|
|
|
|
|
|
|
| 28 |
)
|
| 29 |
-
return response.choices[0].
|
| 30 |
except Exception as e:
|
| 31 |
st.error(f"Error in generating response: {e}")
|
| 32 |
return "I encountered an error. Please try again."
|
| 33 |
|
| 34 |
-
#
|
| 35 |
user_input = st.text_input("Ask me anything:", key="chat_input")
|
| 36 |
|
| 37 |
-
# Process input on submission
|
| 38 |
if user_input:
|
|
|
|
| 39 |
with st.chat_message("user"):
|
| 40 |
st.write(user_input)
|
| 41 |
|
| 42 |
-
# Generate and display response
|
| 43 |
ai_response = ask_openai(user_input)
|
| 44 |
with st.chat_message("assistant"):
|
| 45 |
-
st.write(ai_response)
|
|
|
|
| 5 |
import pandas as pd
|
| 6 |
from streamlit_chat import message as st_message # Ensure streamlit_chat is installed
|
| 7 |
|
|
|
|
|
|
|
|
|
|
| 8 |
|
| 9 |
+
# Ensure you have the OpenAI API key set in your environment variables
|
| 10 |
+
openai.api_key = st.secrets["OPENAI_API_KEY"]
|
| 11 |
|
| 12 |
+
# Function to generate a response from OpenAI's GPT model using the updated API
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
def ask_openai(prompt):
|
| 14 |
try:
|
| 15 |
+
response = openai.Completion.create(
|
| 16 |
+
model="text-davinci-003", # Example model, adjust as needed
|
| 17 |
+
prompt=prompt,
|
| 18 |
+
temperature=0.7,
|
| 19 |
+
max_tokens=150,
|
| 20 |
+
n=1,
|
| 21 |
+
stop=None,
|
| 22 |
)
|
| 23 |
+
return response.choices[0].text.strip()
|
| 24 |
except Exception as e:
|
| 25 |
st.error(f"Error in generating response: {e}")
|
| 26 |
return "I encountered an error. Please try again."
|
| 27 |
|
| 28 |
+
# UI for input and displaying the chat
|
| 29 |
user_input = st.text_input("Ask me anything:", key="chat_input")
|
| 30 |
|
|
|
|
| 31 |
if user_input:
|
| 32 |
+
# Display user input
|
| 33 |
with st.chat_message("user"):
|
| 34 |
st.write(user_input)
|
| 35 |
|
| 36 |
+
# Generate and display AI response
|
| 37 |
ai_response = ask_openai(user_input)
|
| 38 |
with st.chat_message("assistant"):
|
| 39 |
+
st.write(ai_response)
|