π Deploying to Hugging Face Spaces
This guide will help you deploy the YouTube Summarizer API to Hugging Face Spaces for FREE cloud hosting.
Prerequisites
- A Hugging Face account
- Git installed on your system
- Your Groq API key (from https://console.groq.com)
Step 1: Create a Hugging Face Space
Go to huggingface.co/new-space
Fill in the form:
- Owner: Select your username
- Space name:
youtube-summarizer-api - License: MIT
- SDK: Select Docker
- Hardware: CPU basic (Free)
- Leave other options as default
Click "Create Space"
Step 2: Clone and Push
Open PowerShell/Terminal and run:
# Navigate to the deploy folder
cd "c:\Users\Krishna\Desktop\Updated Yt summarizer\backend\deploy"
# Initialize git repository
git init
# Add Hugging Face as remote (replace YOUR_USERNAME with your HF username)
git remote add origin https://huggingface.co/spaces/YOUR_USERNAME/youtube-summarizer-api
# Add all files
git add .
# Commit
git commit -m "Initial deployment"
# Push to Hugging Face (you'll be prompted for credentials)
git push -u origin main
For authentication, you'll need to use:
- Username: Your Hugging Face username
- Password: Your Hugging Face Access Token (create one at Settings β Access Tokens)
Step 3: Add Your Groq API Key
Go to your Space:
https://huggingface.co/spaces/YOUR_USERNAME/youtube-summarizer-apiClick Settings (gear icon)
Scroll to Variables and secrets
Click "New secret" and add:
- Name:
GROQ_API_KEY - Value: Your Groq API key
- Name:
Click Save
Step 4: Wait for Build
The first build takes 10-15 minutes because it:
- Builds the Docker image
- Installs all dependencies
- Sets up the environment
You can watch the build progress in the "Logs" tab of your Space.
Step 5: Test Your API
Once the status shows "Running", your API is live!
Test health check:
curl https://YOUR_USERNAME-youtube-summarizer-api.hf.space/api/health
Test full pipeline:
curl -X POST https://YOUR_USERNAME-youtube-summarizer-api.hf.space/api/process \
-H "Content-Type: application/json" \
-d '{"url": "https://www.youtube.com/watch?v=jNQXAC9IVRw", "summary_type": "general"}'
Step 6: Update Your Frontend
Update your frontend .env file:
VITE_API_URL=https://YOUR_USERNAME-youtube-summarizer-api.hf.space
Then restart your frontend dev server.
Troubleshooting
Build Failed?
- Check the "Logs" tab for error messages
- Make sure all files are properly committed
API Not Responding?
- The Space may be sleeping (wakes up on first request, takes ~30s)
- Check if GROQ_API_KEY secret is set
Out of Memory?
- The free tier has 16GB RAM, which should be enough
- Consider upgrading to paid tier if needed
API Endpoints Summary
| Endpoint | Method | Description |
|---|---|---|
/ |
GET | Health check |
/api/health |
GET | Detailed status |
/api/languages |
GET | Supported languages |
/api/transcript |
POST | Extract transcript |
/api/translate |
POST | Translate text |
/api/summarize |
POST | Generate summary |
/api/process |
POST | Full pipeline |
Cost
| Tier | Cost | RAM | GPU |
|---|---|---|---|
| Free | $0 | 16GB | CPU only |
| Upgraded | $0.60/hr | 16GB | GPU |
The free tier is sufficient for this application!
Need Help?
- Hugging Face Docs: https://huggingface.co/docs/hub/spaces
- Docker Spaces: https://huggingface.co/docs/hub/spaces-sdks-docker