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import gradio as gr | |
from langchain_core.messages import HumanMessage, AIMessage, SystemMessage | |
from langchain_groq import ChatGroq | |
# Session-wide context | |
conversation_history = [SystemMessage(content="You are a comedian AI assistant")] | |
def chatbot_response(api_key, user_input): | |
if not api_key: | |
return "Please enter your Groq API key.", "" | |
# Pass API key to ChatGroq | |
chat = ChatGroq(model="gemma2-9b-it", temperature=0.5, api_key=api_key) | |
# Append user input and get response | |
conversation_history.append(HumanMessage(content=user_input)) | |
response = chat.invoke(conversation_history) | |
conversation_history.append(AIMessage(content=response.content)) | |
# Format chat history | |
chat_log = "" | |
for msg in conversation_history: | |
if isinstance(msg, SystemMessage): | |
chat_log += f"βοΈ *System Role*: {msg.content}\n\n" | |
elif isinstance(msg, HumanMessage): | |
chat_log += f"π€ **User**: {msg.content}\n\n" | |
elif isinstance(msg, AIMessage): | |
chat_log += f"π€ **Bot**: {msg.content}\n\n" | |
return response.content, chat_log | |
# Gradio UI | |
with gr.Blocks() as demo: | |
gr.Markdown("# π€ Conversational Q&A Chatbot") | |
# gr.Markdown("Enter your Groq API key and chat below!") | |
gr.Markdown( | |
"Enter your Groq API key and chat below! π€ This chatbot has been initialized as a **comedian AI assistant** β so expect jokes, quirky answers, and playful tone by default. You can repurpose it easily for serious Q&A, guidance, or custom personas!" | |
) | |
api_key_box = gr.Textbox(label="π Groq API Key", type="password") | |
user_input = gr.Textbox(label="π¬ Your Question") | |
submit_btn = gr.Button("Ask") | |
response_output = gr.Textbox(label="π§ Response", interactive=False) | |
chat_history = gr.Markdown() | |
submit_btn.click( | |
fn=chatbot_response, | |
inputs=[api_key_box, user_input], | |
outputs=[response_output, chat_history] | |
) | |
demo.launch() |