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| import streamlit as st | |
| from openai import OpenAI | |
| import time | |
| import os | |
| import pandas as pd | |
| from datetime import datetime | |
| # Get environment variables | |
| openai_key = os.getenv("openai_key") | |
| assistant_id = os.getenv("ASSISTANT_ID") | |
| # Load or create transcript file | |
| transcript_file = "transcripts.xlsx" | |
| if not os.path.exists(transcript_file): | |
| df = pd.DataFrame(columns=["timestamp", "thread_id", "role", "message"]) | |
| df.to_excel(transcript_file, index=False) | |
| # Function to append to transcript | |
| def append_to_transcript(thread_id, role, message): | |
| df_existing = pd.read_excel(transcript_file) | |
| new_entry = pd.DataFrame({ | |
| "timestamp": [datetime.now().strftime("%Y-%m-%d %H:%M:%S")], | |
| "thread_id": [thread_id], | |
| "role": [role], | |
| "message": [message] | |
| }) | |
| updated_df = pd.concat([df_existing, new_entry], ignore_index=True) | |
| updated_df.to_excel(transcript_file, index=False) | |
| # Streamlit UI setup | |
| st.set_page_config(page_title="Carfind.co.za AI Assistant", layout="wide") | |
| st.markdown(""" | |
| <style> | |
| .block-container {padding-top: 1rem; padding-bottom: 0rem;} | |
| header {visibility: hidden;} | |
| .st-emotion-cache-18ni7ap {visibility: hidden;} | |
| .stChatMessage { max-width: 85%; border-radius: 12px; padding: 8px; } | |
| .stChatMessage[data-testid="stChatMessage-user"] { background: #f0f0f0; color: #000000; } | |
| .stChatMessage[data-testid="stChatMessage-assistant"] { background: #D6E9FE; color: #000000; } | |
| </style> | |
| """, unsafe_allow_html=True) | |
| if "thread_id" not in st.session_state: | |
| st.session_state["thread_id"] = None | |
| input_col, clear_col = st.columns([8, 1]) | |
| with input_col: | |
| user_input = st.text_input("", placeholder="Type your message here...", key="chat_input") | |
| with clear_col: | |
| if st.button("🗑️", help="Clear Chat"): | |
| st.session_state["thread_id"] = None | |
| st.success("Chat cleared.") | |
| st.rerun() | |
| if openai_key and assistant_id: | |
| client = OpenAI(api_key=openai_key) | |
| if user_input: | |
| if not st.session_state["thread_id"]: | |
| thread = client.beta.threads.create() | |
| st.session_state["thread_id"] = thread.id | |
| client.beta.threads.messages.create( | |
| thread_id=st.session_state["thread_id"], role="user", content=user_input | |
| ) | |
| append_to_transcript(st.session_state["thread_id"], "user", user_input) | |
| try: | |
| with st.spinner("Thinking and typing... 💭"): | |
| run = client.beta.threads.runs.create( | |
| thread_id=st.session_state["thread_id"], assistant_id=assistant_id | |
| ) | |
| while True: | |
| run_status = client.beta.threads.runs.retrieve( | |
| thread_id=st.session_state["thread_id"], run_id=run.id | |
| ) | |
| if run_status.status == "completed": | |
| break | |
| time.sleep(1) | |
| messages_response = client.beta.threads.messages.list( | |
| thread_id=st.session_state["thread_id"] | |
| ) | |
| assistant_icon_html = "<img src='https://www.carfind.co.za/images/Carfind-Icon.svg' width='22' style='vertical-align:middle;'/>" | |
| messages_sorted = sorted(messages_response.data, key=lambda x: x.created_at, reverse=True) | |
| for msg in messages_sorted: | |
| if msg.role == "user": | |
| st.markdown( | |
| f"<div style='background-color:#f0f0f0; color:#000000; padding:10px; border-radius:8px; margin:5px 0;'>" | |
| f"👤 <strong>You:</strong> {msg.content[0].text.value}" | |
| f"</div>", | |
| unsafe_allow_html=True | |
| ) | |
| else: | |
| response_text = msg.content[0].text.value | |
| append_to_transcript(st.session_state["thread_id"], "assistant", response_text) | |
| st.markdown( | |
| f"<div style='background-color:#D6E9FE; color:#000000; padding:10px; border-radius:8px; margin:5px 0;'>" | |
| f"{assistant_icon_html} <strong>Carfind Assistant:</strong> {response_text}" | |
| f"</div>", | |
| unsafe_allow_html=True | |
| ) | |
| except Exception as e: | |
| st.error(f"An error occurred: {str(e)}") | |
| else: | |
| st.error("⚠️ OpenAI key or Assistant ID not found. Please ensure both are set as Hugging Face secrets.") |