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import gradio as gr | |
from openai import OpenAI | |
def predict(message, history, character, api_key, progress=gr.Progress()): | |
client = OpenAI(api_key=api_key) | |
history_openai_format = [] | |
for human, assistant in history: | |
history_openai_format.append({"role": "user", "content": human}) | |
history_openai_format.append({"role": "assistant", "content": assistant}) | |
history_openai_format.append({"role": "user", "content": message}) | |
response = client.chat.completions.create( | |
model='gpt-4', | |
messages=history_openai_format, | |
temperature=1.0, | |
stream=True | |
) | |
partial_message = "" | |
for chunk in progress.tqdm(response, desc="Generating"): | |
if chunk.choices[0].delta.content: | |
partial_message += chunk.choices[0].delta.content | |
yield partial_message | |
def reset(character): | |
return [], [] | |
# Gradio app | |
with gr.Blocks() as demo: | |
gr.Markdown(f"<h1 style='text-align: center; margin-bottom: 1rem'>{'My Chatbot'}</h1>") | |
bot = gr.Chatbot(render=False) | |
dropdown = gr.Dropdown( | |
["Character 1", "Character 2", "Character 3", "Character 4", "Character 5", "Character 6", "Character 7", "Character 8", "Character 9", "Character 10", "Character 11", "Character 12", "Character 13"], | |
label="Characters", | |
info="Select the character that you'd like to speak to", | |
value="Character 1" | |
) | |
chat = gr.ChatInterface( | |
fn=predict, | |
chatbot=bot, | |
additional_inputs=[dropdown, gr.Textbox(label="API Key")], | |
) | |
dropdown.change(fn=reset, inputs=dropdown, outputs=[bot, chat.chatbot_state]) | |
demo.queue() | |
demo.launch() | |