Spaces:
Sleeping
A newer version of the Gradio SDK is available:
6.0.0
π Security Setup Guide - VedaMD Enhanced
β οΈ CRITICAL: API Key Security
Current Security Issue
Your Groq API key was found in the .env file. This is a security risk if the file was ever committed to version control.
Immediate Actions Required
1. Regenerate Your API Key
π¨ DO THIS FIRST: Your current key may be compromised.
- Go to Groq Console
- Delete the existing key:
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 - Generate a new API key
- Save it securely (use a password manager)
2. Secure Your Local Development
For Local Development:
Copy
.env.exampleto.env:cp .env.example .envEdit
.envand add your NEW API key:GROQ_API_KEY=your_new_api_key_hereVerify
.envis in.gitignore(already done β )Check if
.envwas ever committed to git:git log --all --full-history -- .envIf
.envappears in git history, clean it:# Option 1: Using BFG Repo-Cleaner (recommended) # Download from: https://rtyley.github.io/bfg-repo-cleaner/ java -jar bfg.jar --delete-files .env git reflog expire --expire=now --all git gc --prune=now --aggressive # Option 2: Using git-filter-repo git filter-repo --path .env --invert-paths
3. Configure Hugging Face Spaces
For Production Deployment on HF Spaces:
- Go to your Hugging Face Space
- Click Settings tab
- Navigate to Repository secrets
- Click Add a secret
- Add:
- Name:
GROQ_API_KEY - Value: Your new API key
- Name:
- Save
The app will automatically read from environment variables - no code changes needed!
π Security Checklist
Before Production Deployment
- Regenerate Groq API key
- Update
.envlocally with new key - Add
GROQ_API_KEYto HF Spaces secrets - Verify
.envis in.gitignore - Clean
.envfrom git history if needed - Test app loads without errors
- Verify API key is NOT in any code files
- Remove old API key from password managers
- Document API key location securely
Additional Security Measures
- Enable rate limiting (see below)
- Configure CORS properly
- Add input validation
- Set up monitoring and alerts
- Review error messages (don't expose internals)
- Implement request logging
- Add usage tracking
π‘οΈ Additional Security Improvements
Rate Limiting
The app currently has no rate limiting. This will be addressed in the next phase.
Recommended: Use Gradio's built-in concurrency limits:
demo.launch(
max_threads=40, # Limit concurrent requests
enable_queue=True # Queue excess requests
)
CORS Configuration
If using the FastAPI backend, update CORS settings in src/enhanced_backend_api.py:
# BEFORE (INSECURE):
allow_origins=["*"]
# AFTER (SECURE):
allow_origins=[
"https://your-space-name.hf.space",
"https://yourdomain.com"
]
Input Validation
Add query validation in app.py:
def validate_query(query: str) -> bool:
"""Validate user query before processing"""
if len(query) > 1000: # Max length
return False
if not query.strip(): # Empty query
return False
# Add more validation as needed
return True
π Monitoring & Auditing
Recommended Tools
- Sentry: Error tracking and monitoring
- Prometheus: Metrics collection
- Grafana: Visualization dashboards
- HF Spaces Analytics: Built-in usage analytics
What to Monitor
- API request counts
- Error rates
- Response times
- API key usage/costs
- Unusual patterns (potential abuse)
π Support
If you have questions about security setup:
- Check Hugging Face Spaces documentation
- Review Groq API security best practices
- Consult your security team if deploying in a medical environment
βοΈ Compliance Notes
For medical applications:
- Ensure HIPAA compliance if handling patient data
- Implement audit logging for all queries
- Add user authentication if required
- Review data retention policies
- Consult legal team for liability considerations
Last Updated: 2025-10-22