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| import streamlit as st | |
| import requests | |
| import json | |
| import time | |
| st.title("Transaction Summarizer") | |
| # Input for selecting model | |
| model_selection = st.radio("Select model to use:", ["Gemma", "Tinyllama"]) | |
| # Input for submitting new transactions | |
| new_transactions_input = st.text_area("Enter your transactions (comma-separated)", key="input_area") | |
| submit_button = st.button("Submit New Transactions", key="submit_button") | |
| if submit_button: | |
| # Split transactions and strip whitespace | |
| new_transactions = [i.strip() for i in new_transactions_input.split(',') if i.strip()] | |
| else: | |
| new_transactions = [] | |
| # Determine URL based on model selection | |
| if model_selection == "Gemma": | |
| base_url = "https://api.runpod.ai/v2/cdvoxheesm31dc/" | |
| elif model_selection == "Tinyllama": | |
| base_url = "https://api.runpod.ai/v2/0wnm75vx5o77s1/" | |
| # Processing flag | |
| processing = False | |
| # When submit button is clicked and there are transactions to process | |
| if submit_button and new_transactions: | |
| url = base_url + "run" | |
| # Retrieve API key from Streamlit secrets | |
| api_key = st.secrets["api_key"] | |
| headers = { | |
| 'Content-Type': 'application/json', | |
| 'Authorization': api_key | |
| } | |
| data = { | |
| 'input': { | |
| 'transaction': new_transactions | |
| } | |
| } | |
| json_data = json.dumps(data) | |
| # Show a spinner while waiting for the response | |
| with st.spinner("Processing..."): | |
| try: | |
| processing = True | |
| # Send POST request to start processing | |
| response = requests.post(url, headers=headers, data=json_data) | |
| response.raise_for_status() # Raise an error for bad status codes | |
| # Parse response to get job ID | |
| result = response.json() | |
| job_id = result['id'] | |
| st.write(f"New Job ID: {job_id}") | |
| # Keep checking status until it's no longer 'IN_QUEUE' | |
| status_url = f"{base_url}status/{job_id}" | |
| status = "IN_QUEUE" | |
| while status != "COMPLETED": | |
| status_response = requests.get(status_url, headers=headers) | |
| status_data = status_response.json() | |
| status = status_data.get('status', '') | |
| time.sleep(2) # Adjust interval as needed | |
| # Once status changes, display final status | |
| st.write("Final status:", status_data) | |
| except requests.exceptions.RequestException as e: | |
| st.error(f"An error occurred: {e}") | |
| finally: | |
| processing = False | |
| st.spinner(False) # Turn off the spinner after response is received | |
| # Disable input elements while processing | |
| if processing: | |
| st.text_area("Enter your transactions (comma-separated)", value=new_transactions_input, key="disabled_area", disabled=True) | |
| st.radio("Select model to use:", ["Gemma", "Tinyllama"], index=0, key="disabled_radio", disabled=True) | |
| st.button("Submit New Transactions", disabled=True, key="disabled_button") | |
| else: | |
| st.text_area("Enter your transactions (comma-separated)", value=new_transactions_input, key="enabled_area") | |
| st.radio("Select model to use:", ["Gemma", "Tinyllama"], index=0, key="enabled_radio") | |
| st.button("Submit New Transactions", key="enabled_button") | |
| if st.button("Reset", key="reset_button"): | |
| st.text_area("Enter your transactions (comma-separated)", value="", key="reset_area") | |