ChatBotLab / app.py
leahb's picture
practice for lesson 11 generative ai
55b81a9 verified
raw
history blame contribute delete
935 Bytes
import gradio as gr
import random
from huggingface_hub import InferenceClient
client = InferenceClient("HuggingFaceH4/zephyr-7b-beta")
def respond(message, history):
messages = [{"role": "system", "content": "You are a friendly chatbot."}]
if history:
messages.extend(history)
messages.append({"role": "user", "content": message})
response = client.chat_completion(
messages,
max_tokens=100
)
print(response['choices'][0]['message']['content'].strip())
return response['choices'][0]['message']['content'].strip()
def echo(message, history):
choices = ["yes", "no", "better not tell you now", "without a doubt", "very doubtful", "cannot predict now", "you may rely on it", "don't count on it", "reply hazy, try again"]
new = random.choice(choices)
return new
chatbot = gr.ChatInterface(respond, type = "messages", title = "Chatbot")
chatbot.launch()