Spaces:
Runtime error
Runtime error
import streamlit as st | |
from huggingface_hub import HfApi, create_repo, upload_file | |
from groq import Groq | |
import os | |
# Set up API keys | |
hf_api_key = st.secrets["hf_token"] | |
groq_api_key = st.secrets["devassistapi"] | |
# Initialize Groq client | |
client = Groq(api_key=groq_api_key) | |
# App title | |
st.title("HF DevAssist - Create and Manage Hugging Face Spaces") | |
# Authenticate Hugging Face token | |
st.subheader("Authenticate with Hugging Face") | |
if not hf_api_key: | |
st.error("Hugging Face API key is missing. Add it to secrets.") | |
st.stop() | |
api = HfApi() | |
try: | |
user_info = api.whoami(token=hf_api_key) | |
st.success(f"Authenticated as {user_info['name']}") | |
except Exception as e: | |
st.error(f"Authentication failed: {e}") | |
st.stop() | |
# User Input for Space creation | |
st.subheader("Describe Your App") | |
space_name = st.text_input("Enter the name for the new or existing Hugging Face Space:") | |
app_description = st.text_area("Describe the app you want to create:", height=150) | |
if st.button("Generate and Deploy App"): | |
if not space_name.strip(): | |
st.error("Space name cannot be empty.") | |
elif not app_description.strip(): | |
st.error("App description cannot be empty.") | |
else: | |
try: | |
# Generate app code using Groq | |
st.info("Generating app code using Groq API...") | |
chat_completion = client.chat.completions.create( | |
messages=[ | |
{ | |
"role": "user", | |
"content": ( | |
f"Generate a Streamlit app based on this description: " | |
f"'{app_description}'" | |
), | |
} | |
], | |
model="llama-3.3-70b-versatile", | |
) | |
generated_code = chat_completion.choices[0].message.content | |
# Split generated code into `app.py` and `requirements.txt` | |
app_code = generated_code.split("### requirements.txt")[0].strip() | |
req_code = generated_code.split("### requirements.txt")[1].strip() | |
# Create or update Hugging Face Space | |
space_full_name = f"{user_info['name']}/{space_name}" | |
try: | |
st.info(f"Checking if Space '{space_full_name}' exists...") | |
api.repo_info(repo_id=space_full_name, repo_type="space", token=hf_api_key) | |
st.success(f"Space '{space_full_name}' exists. Updating files...") | |
except: | |
st.info(f"Space '{space_full_name}' does not exist. Creating new Space...") | |
create_repo(repo_id=space_name, repo_type="space", space_sdk="streamlit", token=hf_api_key) | |
# Upload `app.py` | |
with open("app.py", "w") as app_file: | |
app_file.write(app_code) | |
upload_file( | |
path_or_fileobj="app.py", | |
path_in_repo="app.py", | |
repo_id=space_full_name, | |
repo_type="space", | |
token=hf_api_key, | |
) | |
# Upload `requirements.txt` | |
with open("requirements.txt", "w") as req_file: | |
req_file.write(req_code) | |
upload_file( | |
path_or_fileobj="requirements.txt", | |
path_in_repo="requirements.txt", | |
repo_id=space_full_name, | |
repo_type="space", | |
token=hf_api_key, | |
) | |
st.success(f"App successfully deployed in Space '{space_full_name}'!") | |
except Exception as e: | |
st.error(f"An error occurred: {e}") | |
finally: | |
# Clean up temporary files | |
if os.path.exists("app.py"): | |
os.remove("app.py") | |
if os.path.exists("requirements.txt"): | |
os.remove("requirements.txt") | |