Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import os
|
| 2 |
+
import gradio as gr
|
| 3 |
+
from groq import Groq
|
| 4 |
+
|
| 5 |
+
# Read API key from Hugging Face Space secret
|
| 6 |
+
GROQ_API_KEY = os.environ.get("GROQ_API")
|
| 7 |
+
|
| 8 |
+
if not GROQ_API_KEY:
|
| 9 |
+
raise ValueError(
|
| 10 |
+
"GROQ_API_KEY is not set. "
|
| 11 |
+
"Go to your Space Settings -> Variables and secrets -> add it as a secret."
|
| 12 |
+
)
|
| 13 |
+
|
| 14 |
+
# Initialize Groq client
|
| 15 |
+
client = Groq(api_key=GROQ_API_KEY)
|
| 16 |
+
|
| 17 |
+
# You can change this later if needed
|
| 18 |
+
DEFAULT_MODEL = os.environ.get("GROQ_MODEL", "openai/gpt-oss-safeguard-20b")
|
| 19 |
+
|
| 20 |
+
|
| 21 |
+
def chat_with_groq(message, history):
|
| 22 |
+
"""
|
| 23 |
+
Gradio passes:
|
| 24 |
+
- message: latest user input (str)
|
| 25 |
+
- history: list of [user, bot] pairs
|
| 26 |
+
"""
|
| 27 |
+
try:
|
| 28 |
+
system_prompt = "You are a helpful AI assistant for Sajid. Answer clearly and simply."
|
| 29 |
+
|
| 30 |
+
messages = [{"role": "system", "content": system_prompt}]
|
| 31 |
+
|
| 32 |
+
# Add previous messages
|
| 33 |
+
for user_msg, bot_msg in history:
|
| 34 |
+
messages.append({"role": "user", "content": user_msg})
|
| 35 |
+
if bot_msg:
|
| 36 |
+
messages.append({"role": "assistant", "content": bot_msg})
|
| 37 |
+
|
| 38 |
+
# Add latest user message
|
| 39 |
+
messages.append({"role": "user", "content": message})
|
| 40 |
+
|
| 41 |
+
response = client.chat.completions.create(
|
| 42 |
+
model=DEFAULT_MODEL,
|
| 43 |
+
messages=messages,
|
| 44 |
+
max_tokens=512,
|
| 45 |
+
temperature=0.7,
|
| 46 |
+
)
|
| 47 |
+
|
| 48 |
+
reply = response.choices[0].message.content
|
| 49 |
+
return reply
|
| 50 |
+
|
| 51 |
+
except Exception as e:
|
| 52 |
+
# Show error inside the UI, useful if model name is wrong, etc.
|
| 53 |
+
return f"⚠ Error from Groq API: {e}"
|
| 54 |
+
|
| 55 |
+
|
| 56 |
+
demo = gr.ChatInterface(
|
| 57 |
+
fn=chat_with_groq,
|
| 58 |
+
title="Sajid's GenAI Chat (Groq + Hugging Face Space)",
|
| 59 |
+
description=(
|
| 60 |
+
"A simple LLM chat app using Groq's API, deployed on Hugging Face Spaces. "
|
| 61 |
+
"Powered by Gradio."
|
| 62 |
+
),
|
| 63 |
+
)
|
| 64 |
+
|
| 65 |
+
if _name_ == "_main_":
|
| 66 |
+
demo.launch()
|