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| # Q&A Chatbot with Gemini | |
| import streamlit as st | |
| import os, random, time | |
| import google.generativeai as genai | |
| from IPython.display import display | |
| genai.configure(api_key=os.environ['GOOGLE_API_KEY']) | |
| st.set_page_config(page_title="Q&A Demo") | |
| st.header("ππ₯ Q&A ChatBot π«°π₯") | |
| st.caption("A Chatbot created by SURAT") | |
| if "history" not in st.session_state: | |
| st.session_state.history = [] | |
| model = genai.GenerativeModel('gemini-2.5-pro') | |
| chat = model.start_chat(history = st.session_state.history) | |
| with st.sidebar: | |
| if st.button("Clear Chat Window", use_container_width=True, type="primary"): | |
| st.session_state.history = [] | |
| st.rerun() | |
| for message in chat.history: | |
| role ="assistant" if message.role == 'model' else message.role | |
| with st.chat_message(role): | |
| st.markdown(message.parts[0].text) | |
| if prompt := st.chat_input(""): | |
| prompt = prompt.replace('\n', ' \n') | |
| with st.chat_message("user"):st.markdown(prompt) | |
| with st.chat_message("assistant"): | |
| message_placeholder = st.empty() | |
| message_placeholder.markdown("Thinking...") | |
| try: | |
| full_response = "" | |
| for chunk in chat.send_message(prompt, stream=True): | |
| word_count = 0 | |
| random_int = random.randint(5,10) | |
| for word in chunk.text: | |
| full_response+=word | |
| word_count+=1 | |
| if word_count == random_int: | |
| time.sleep(0.05) | |
| message_placeholder.markdown(full_response + "_") | |
| word_count = 0 | |
| random_int = random.randint(5,10) | |
| message_placeholder.markdown(full_response) | |
| except genai.types.generation_types.BlockedPromptException as e:st.exception(e) | |
| except Exception as e:st.exception(e) | |
| st.session_state.history = chat.history | |