AI_Avatar_Chat / DEPLOYMENT_FIX.md
bravedims
πŸ”§ Fix repository build issues for reliable deployment
0ebc7ca
ο»Ώ# πŸš€ Deployment Fix - Resolving Build Issues
## πŸ”§ Fixed Issues
### 1. **Requirements.txt Problems**
- βœ… Removed problematic packages (flash-attn, xformers)
- βœ… Added missing dependencies (pyyaml, requests)
- βœ… Pinned versions for stability
- βœ… Focused on core functionality only
### 2. **Docker Build Optimization**
- βœ… Updated Dockerfile with better error handling
- βœ… Added build-essential for compilation
- βœ… Increased timeout for slow builds
- βœ… Added health check
- βœ… Created .dockerignore to reduce build context
### 3. **Dependency Management**
- βœ… CPU-only PyTorch for reliable deployment
- βœ… Stable numpy/scipy versions
- βœ… Removed optional heavy packages
- βœ… Maintained core TTS and API functionality
## πŸ“¦ Current Build Status
The repository should now build successfully with:
### **Core Features Available:**
βœ… FastAPI endpoints for avatar generation
βœ… Gradio web interface
βœ… Advanced TTS system with multiple fallbacks
βœ… Audio generation and processing
βœ… Image URL support
βœ… Voice profile selection
### **OmniAvatar Video Features:**
⏳ Requires model download (~30GB)
⏳ Available after running `python setup_omniavatar.py`
## πŸ”¨ Build Commands
### **Local Build:**
```bash
# Install dependencies
pip install -r requirements.txt
# Run locally
python app.py
```
### **Docker Build:**
```bash
# Build image
docker build -t omniavatar-app .
# Run container
docker run -p 7860:7860 omniavatar-app
```
### **HuggingFace Spaces:**
The repository should now build automatically when pushed to HF Spaces.
## πŸ“Š What Changed
### **requirements.txt:**
- Removed: flash-attn, xformers, omegaconf, datasets, protobuf
- Added: pyyaml, requests (missing dependencies)
- Pinned: numpy<1.25.0, scipy<1.12.0 for stability
- CPU-only PyTorch for reliable deployment
### **Dockerfile:**
- Added build-essential for compilation needs
- Increased timeout for slow package installs
- Better directory structure creation
- Added health check endpoint
- More robust error handling
### **.dockerignore:**
- Excluded large files (pretrained_models/, *.md files)
- Reduced build context size significantly
- Faster builds and smaller images
## 🎯 Deployment Strategy
### **Phase 1: TTS-Only Mode (Current)**
- βœ… Builds reliably
- βœ… Full TTS functionality
- βœ… Web interface working
- βœ… API endpoints functional
### **Phase 2: Full OmniAvatar (After Model Download)**
- Download models manually or via script
- Enable video generation capabilities
- Full avatar animation features
## πŸ’‘ Troubleshooting
If builds still fail:
1. **Check logs** for specific error messages
2. **Verify Python version** (should be 3.10+)
3. **Clear build cache** if using Docker
4. **Check network connectivity** for package downloads
The build should now succeed on most platforms including HuggingFace Spaces! πŸŽ‰