File size: 832 Bytes
77fdb73
e6247d9
050589b
8841624
050589b
e8f3e6c
050589b
 
 
 
e8f3e6c
 
050589b
e6247d9
 
8841624
e6247d9
 
6e6af84
77fdb73
050589b
 
77fdb73
050589b
77fdb73
 
050589b
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
import streamlit as st
from transformers import pipeline
from huggingface_hub import login

# ✅ Retrieve API token securely
try:
    HF_TOKEN = st.secrets["huggingface"]["api_token"]
    login(HF_TOKEN)  # Log in to Hugging Face Hub
except Exception:
    st.error("❌ Missing or invalid Hugging Face API token. Please check secrets.toml.")
    st.stop()

# ✅ Load the model
@st.cache_resource
def load_model():
    return pipeline("text-generation", model="mistralai/Mistral-7B-Instruct-v0.1", token=HF_TOKEN)

model = load_model()

# Streamlit UI
st.title("🤖 AI Developer Assistant")
st.write("A chatbot powered by Mistral-7B!")

user_input = st.text_input("You:")
if st.button("Send"):
    if user_input:
        response = model(user_input, max_length=100, do_sample=True)[0]['generated_text']
        st.write(response)