Spaces:
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966243e | 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 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 | # RAG SaaS Platform - Webapp Deployment Guide
## ✅ Webapp Status: READY FOR DEPLOYMENT
All issues have been resolved. The webapp is clean and ready to deploy.
---
## Files in webapp/ Directory
### 1. `app.py` (26.7 KB)
- ✅ Clean imports at the top (no lazy loading)
- ✅ All 7 critical fixes integrated
- ✅ Multi-source retrieval UI
- ✅ Tenant authentication
- ✅ Metrics display with latency breakdown
- ✅ Document/URL/YouTube source management
### 2. `requirements.txt`
```
streamlit
requests
pandas
```
- ✅ Minimal dependencies for fast startup
### 3. `Dockerfile`
- ✅ Configured for HF Spaces
- ✅ User permissions (UID 1000)
- ✅ Port 7860
- ✅ Streamlit entrypoint
### 4. `.streamlit/config.toml`
- ✅ Headless mode
- ✅ Dark theme
- ✅ Performance optimizations
### 5. `README.md`
- ✅ HF Spaces metadata
- ✅ Quick setup guide
---
## Deployment Options
### Option 1: Streamlit SDK (Recommended for UI) ⭐
**Fastest startup time!**
1. Create new Space on Hugging Face
2. Settings:
- SDK: **Streamlit**
- SDK Version: **1.28.0**
- App File: **app.py**
3. Upload files:
- `app.py`
- `requirements.txt`
- `.streamlit/config.toml`
- `README.md`
**Expected startup:** 8-12 seconds
---
### Option 2: Docker SDK
1. Create new Space on Hugging Face
2. Settings:
- SDK: **Docker**
3. Upload files:
- `app.py`
- `requirements.txt`
- `Dockerfile`
- `.streamlit/config.toml`
- `README.md`
**Expected startup:** 15-20 seconds
---
## Configuration
### Backend URL
In the sidebar, users can configure the backend API URL:
- **Local development:** `http://localhost:7860`
- **HF Spaces backend:** `https://YOUR_USERNAME-rag-saas-backend.hf.space`
---
## Features
### 1. Authentication
- Login with Tenant ID
- Create new tenant accounts
- Secure session management
### 2. Ask Questions
- Multi-source retrieval (docs, URLs, YouTube)
- Real-time latency metrics
- 5-metric performance breakdown
- Visual latency chart
- Confidence scoring
- Source attribution
### 3. Manage Sources
- Upload documents (PDF, DOCX, TXT)
- Add web URLs
- Add YouTube videos (with transcript upload)
- Enable/disable sources
- View all sources
### 4. Metrics Dashboard
- Tenant-specific metrics
- Time-range selection
- Cache performance stats
- Historical trends
---
## Testing Locally
```bash
cd webapp
streamlit run app.py --server.port=8501
```
Then open: `http://localhost:8501`
---
## Deployment Checklist
- [x] `app.py` - Clean, no lazy loading
- [x] `requirements.txt` - Minimal dependencies
- [x] `Dockerfile` - HF Spaces compatible
- [x] `.streamlit/config.toml` - Optimized settings
- [x] `README.md` - HF metadata
- [x] All imports working
- [x] No syntax errors
- [x] Ready for deployment
---
## Next Steps
1. **Deploy Backend First**
- Upload backend to HF Spaces (Docker SDK)
- Get backend URL
2. **Deploy Frontend**
- Upload webapp to HF Spaces (Streamlit SDK)
- Configure backend URL in sidebar
3. **Test End-to-End**
- Create tenant
- Add sources
- Ask questions
- Check metrics
---
## Summary
✅ **Webapp is production-ready!**
- Clean code with standard imports
- All 7 critical fixes integrated
- Optimized for HF Spaces
- Fast startup (8-12 seconds)
- Full feature parity with backend
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