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import os
from groq import Groq
import gradio as gr
client = Groq(api_key = os.environ.get("GROQ_API_KEY"), )
system_prompt = {
"role": "system",
"content":
"You are a useful assistant. You reply with efficient answers. "
}
async def chat_groq(message, history):
messages = [system_prompt]
for msg in history:
messages.append({"role": "user", "content": str(msg[0])})
messages.append({"role": "assistant", "content": str(msg[1])})
messages.append({"role": "user", "content": str (message)})
response_content = ''
stream = client.chat.completions.create(
model="llama3-70b-8192",
messages=messages,
max_tokens=1024,
temperature=1.3,
stream=True
)
for chunk in stream:
content = chunk.choices[0].delta.content
if content:
response_content += chunk. choices[0].delta.content
yield response_content
with gr. Blocks(theme=gr.themes.Monochrome(), fill_height=True) as demo:
gr.ChatInterface(chat_groq,
clear_btn=None,
undo_btn=None,
retry_btn=None,
)
demo.queue()
demo.launch() |