Update app.py
Browse files
app.py
CHANGED
|
@@ -1,64 +1,45 @@
|
|
| 1 |
import gradio as gr
|
| 2 |
from mistralai import Mistral
|
| 3 |
-
import os
|
| 4 |
|
| 5 |
-
#
|
| 6 |
-
#
|
| 7 |
-
#
|
| 8 |
-
|
| 9 |
-
|
| 10 |
-
if not MISTRAL_API_KEY:
|
| 11 |
-
raise ValueError("Please set your MISTRAL_API_KEY in Hugging Face Space secrets.")
|
| 12 |
-
|
| 13 |
-
client = Mistral(api_key=MISTRAL_API_KEY)
|
| 14 |
-
|
| 15 |
-
# -----------------------------
|
| 16 |
-
# 2. Chatbot function
|
| 17 |
-
# -----------------------------
|
| 18 |
-
def chat_with_mistral(history, user_input):
|
| 19 |
-
"""
|
| 20 |
-
Send conversation to Mistral API and return the model's response.
|
| 21 |
-
"""
|
| 22 |
-
# Prepare messages from chat history
|
| 23 |
-
messages = [{"role": "system", "content": "You are a helpful AI assistant."}]
|
| 24 |
-
for msg in history:
|
| 25 |
-
messages.append({"role": "user", "content": msg[0]})
|
| 26 |
-
messages.append({"role": "assistant", "content": msg[1]})
|
| 27 |
-
messages.append({"role": "user", "content": user_input})
|
| 28 |
|
|
|
|
|
|
|
| 29 |
try:
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 30 |
response = client.chat.complete(
|
| 31 |
-
model="mistral-
|
| 32 |
-
messages=messages
|
| 33 |
)
|
| 34 |
-
bot_reply = response.choices[0].message["content"]
|
| 35 |
-
except Exception as e:
|
| 36 |
-
bot_reply = f"⚠️ Error: {str(e)}"
|
| 37 |
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
|
| 44 |
-
|
| 45 |
-
|
| 46 |
-
|
| 47 |
-
|
| 48 |
-
with gr.Blocks(theme=gr.themes.Soft(primary_hue="blue")) as demo:
|
| 49 |
-
gr.Markdown("# 💬 Mistral-Powered Chatbot")
|
| 50 |
-
gr.Markdown("Chat with an AI assistant powered by **Mistral** and **Gradio**.")
|
| 51 |
-
|
| 52 |
-
chatbot = gr.Chatbot(label="Mistral Chatbot", height=500)
|
| 53 |
-
user_input = gr.Textbox(label="Your message", placeholder="Type your question here...")
|
| 54 |
-
clear_btn = gr.Button("Clear Chat")
|
| 55 |
|
| 56 |
-
|
|
|
|
|
|
|
| 57 |
|
| 58 |
-
|
| 59 |
-
|
|
|
|
| 60 |
|
| 61 |
-
|
| 62 |
|
| 63 |
-
|
| 64 |
-
demo.launch()
|
|
|
|
| 1 |
import gradio as gr
|
| 2 |
from mistralai import Mistral
|
|
|
|
| 3 |
|
| 4 |
+
# Initialize Mistral client with your API key
|
| 5 |
+
# Set your API key in the Hugging Face Space secret settings
|
| 6 |
+
# (Settings → Variables → Add "MISTRAL_API_KEY")
|
| 7 |
+
client = Mistral(api_key="YOUR_MISTRAL_API_KEY")
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 8 |
|
| 9 |
+
def chat_with_mistral(user_input, history):
|
| 10 |
+
"""Handles chat with Mistral LLM."""
|
| 11 |
try:
|
| 12 |
+
# Convert chat history to message format
|
| 13 |
+
messages = [{"role": "system", "content": "You are a helpful medical assistant specialized in skin and acne care."}]
|
| 14 |
+
for human, ai in history:
|
| 15 |
+
messages.append({"role": "user", "content": human})
|
| 16 |
+
messages.append({"role": "assistant", "content": ai})
|
| 17 |
+
messages.append({"role": "user", "content": user_input})
|
| 18 |
+
|
| 19 |
+
# Query Mistral API
|
| 20 |
response = client.chat.complete(
|
| 21 |
+
model="mistral-medium",
|
| 22 |
+
messages=messages
|
| 23 |
)
|
|
|
|
|
|
|
|
|
|
| 24 |
|
| 25 |
+
# ✅ Correct way to extract text
|
| 26 |
+
reply = response.choices[0].message.content
|
| 27 |
+
history.append((user_input, reply))
|
| 28 |
+
return history, ""
|
| 29 |
+
|
| 30 |
+
except Exception as e:
|
| 31 |
+
error_msg = f"⚠️ Error: {str(e)}"
|
| 32 |
+
history.append((user_input, error_msg))
|
| 33 |
+
return history, ""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 34 |
|
| 35 |
+
# Gradio interface
|
| 36 |
+
with gr.Blocks() as demo:
|
| 37 |
+
gr.Markdown("## 💬 Mistral Chatbot — Skin & Acne Specialist")
|
| 38 |
|
| 39 |
+
chatbot = gr.Chatbot(height=500)
|
| 40 |
+
msg = gr.Textbox(label="Ask your question here:")
|
| 41 |
+
clear = gr.ClearButton([msg, chatbot])
|
| 42 |
|
| 43 |
+
msg.submit(chat_with_mistral, [msg, chatbot], [chatbot, msg])
|
| 44 |
|
| 45 |
+
demo.launch()
|
|
|