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SPACE_CONFIG.md
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| 1 |
+
# π§ HuggingFace Spaces Configuration Guide
|
| 2 |
+
|
| 3 |
+
**Essential configuration options for your AI Dataset Studio Space**
|
| 4 |
+
|
| 5 |
+
---
|
| 6 |
+
|
| 7 |
+
## π **Required README.md Header**
|
| 8 |
+
|
| 9 |
+
Every HuggingFace Space **must** have this YAML frontmatter at the very beginning of README.md:
|
| 10 |
+
|
| 11 |
+
### **Basic Configuration (Recommended)**
|
| 12 |
+
```yaml
|
| 13 |
+
---
|
| 14 |
+
title: AI Dataset Studio
|
| 15 |
+
emoji: π
|
| 16 |
+
colorFrom: blue
|
| 17 |
+
colorTo: purple
|
| 18 |
+
sdk: gradio
|
| 19 |
+
sdk_version: "4.44.0"
|
| 20 |
+
app_file: app.py
|
| 21 |
+
pinned: false
|
| 22 |
+
---
|
| 23 |
+
```
|
| 24 |
+
|
| 25 |
+
### **Alternative Configurations**
|
| 26 |
+
|
| 27 |
+
#### **Professional/Business Version**
|
| 28 |
+
```yaml
|
| 29 |
+
---
|
| 30 |
+
title: Enterprise Dataset Studio
|
| 31 |
+
emoji: π’
|
| 32 |
+
colorFrom: gray
|
| 33 |
+
colorTo: blue
|
| 34 |
+
sdk: gradio
|
| 35 |
+
sdk_version: "4.44.0"
|
| 36 |
+
app_file: app.py
|
| 37 |
+
pinned: true
|
| 38 |
+
license: mit
|
| 39 |
+
tags:
|
| 40 |
+
- machine-learning
|
| 41 |
+
- datasets
|
| 42 |
+
- nlp
|
| 43 |
+
- data-science
|
| 44 |
+
- perplexity-ai
|
| 45 |
+
---
|
| 46 |
+
```
|
| 47 |
+
|
| 48 |
+
#### **Research/Academic Version**
|
| 49 |
+
```yaml
|
| 50 |
+
---
|
| 51 |
+
title: Research Dataset Creator
|
| 52 |
+
emoji: π
|
| 53 |
+
colorFrom: green
|
| 54 |
+
colorTo: blue
|
| 55 |
+
sdk: gradio
|
| 56 |
+
sdk_version: "4.44.0"
|
| 57 |
+
app_file: app.py
|
| 58 |
+
pinned: false
|
| 59 |
+
license: apache-2.0
|
| 60 |
+
tags:
|
| 61 |
+
- research
|
| 62 |
+
- academic
|
| 63 |
+
- datasets
|
| 64 |
+
- nlp
|
| 65 |
+
- ai
|
| 66 |
+
---
|
| 67 |
+
```
|
| 68 |
+
|
| 69 |
+
#### **Creative/Colorful Version**
|
| 70 |
+
```yaml
|
| 71 |
+
---
|
| 72 |
+
title: AI Dataset Magic β¨
|
| 73 |
+
emoji: π¨
|
| 74 |
+
colorFrom: pink
|
| 75 |
+
colorTo: purple
|
| 76 |
+
sdk: gradio
|
| 77 |
+
sdk_version: "4.44.0"
|
| 78 |
+
app_file: app.py
|
| 79 |
+
pinned: false
|
| 80 |
+
tags:
|
| 81 |
+
- datasets
|
| 82 |
+
- creative
|
| 83 |
+
- ai-tools
|
| 84 |
+
- machine-learning
|
| 85 |
+
---
|
| 86 |
+
```
|
| 87 |
+
|
| 88 |
+
---
|
| 89 |
+
|
| 90 |
+
## π¨ **Configuration Options Explained**
|
| 91 |
+
|
| 92 |
+
### **Required Fields**
|
| 93 |
+
|
| 94 |
+
| Field | Description | Example Values |
|
| 95 |
+
|-------|-------------|----------------|
|
| 96 |
+
| `title` | Space name displayed in UI | `AI Dataset Studio` |
|
| 97 |
+
| `emoji` | Icon shown next to title | `π`, `π€`, `π`, `π―` |
|
| 98 |
+
| `colorFrom` | Gradient start color | `blue`, `red`, `green`, `purple` |
|
| 99 |
+
| `colorTo` | Gradient end color | `purple`, `pink`, `yellow`, `blue` |
|
| 100 |
+
| `sdk` | Framework used | `gradio` (for our app) |
|
| 101 |
+
| `sdk_version` | SDK version | `"4.44.0"` |
|
| 102 |
+
| `app_file` | Main application file | `app.py` |
|
| 103 |
+
|
| 104 |
+
### **Optional Fields**
|
| 105 |
+
|
| 106 |
+
| Field | Description | Example Values |
|
| 107 |
+
|-------|-------------|----------------|
|
| 108 |
+
| `pinned` | Pin to your profile | `true`, `false` |
|
| 109 |
+
| `license` | Software license | `mit`, `apache-2.0`, `gpl-3.0` |
|
| 110 |
+
| `tags` | Searchable keywords | `machine-learning`, `nlp`, `datasets` |
|
| 111 |
+
| `models` | Referenced models | `facebook/bart-large-cnn` |
|
| 112 |
+
| `datasets` | Referenced datasets | `imdb`, `sentiment140` |
|
| 113 |
+
|
| 114 |
+
---
|
| 115 |
+
|
| 116 |
+
## π― **Popular Color Combinations**
|
| 117 |
+
|
| 118 |
+
### **Professional Themes**
|
| 119 |
+
```yaml
|
| 120 |
+
# Corporate Blue
|
| 121 |
+
colorFrom: blue
|
| 122 |
+
colorTo: indigo
|
| 123 |
+
|
| 124 |
+
# Business Gray
|
| 125 |
+
colorFrom: gray
|
| 126 |
+
colorTo: blue
|
| 127 |
+
|
| 128 |
+
# Tech Green
|
| 129 |
+
colorFrom: green
|
| 130 |
+
colorTo: teal
|
| 131 |
+
```
|
| 132 |
+
|
| 133 |
+
### **Creative Themes**
|
| 134 |
+
```yaml
|
| 135 |
+
# Sunset
|
| 136 |
+
colorFrom: orange
|
| 137 |
+
colorTo: red
|
| 138 |
+
|
| 139 |
+
# Ocean
|
| 140 |
+
colorFrom: blue
|
| 141 |
+
colorTo: cyan
|
| 142 |
+
|
| 143 |
+
# Forest
|
| 144 |
+
colorFrom: green
|
| 145 |
+
colorTo: yellow
|
| 146 |
+
|
| 147 |
+
# Galaxy
|
| 148 |
+
colorFrom: purple
|
| 149 |
+
colorTo: pink
|
| 150 |
+
```
|
| 151 |
+
|
| 152 |
+
### **AI/Tech Themes**
|
| 153 |
+
```yaml
|
| 154 |
+
# Matrix
|
| 155 |
+
colorFrom: green
|
| 156 |
+
colorTo: black
|
| 157 |
+
|
| 158 |
+
# Cyberpunk
|
| 159 |
+
colorFrom: purple
|
| 160 |
+
colorTo: blue
|
| 161 |
+
|
| 162 |
+
# Neural
|
| 163 |
+
colorFrom: blue
|
| 164 |
+
colorTo: purple
|
| 165 |
+
```
|
| 166 |
+
|
| 167 |
+
---
|
| 168 |
+
|
| 169 |
+
## π·οΈ **Recommended Tags**
|
| 170 |
+
|
| 171 |
+
### **For AI Dataset Studio**
|
| 172 |
+
```yaml
|
| 173 |
+
tags:
|
| 174 |
+
- machine-learning
|
| 175 |
+
- datasets
|
| 176 |
+
- nlp
|
| 177 |
+
- data-science
|
| 178 |
+
- perplexity-ai
|
| 179 |
+
- web-scraping
|
| 180 |
+
- sentiment-analysis
|
| 181 |
+
- text-classification
|
| 182 |
+
- ai-tools
|
| 183 |
+
- data-collection
|
| 184 |
+
```
|
| 185 |
+
|
| 186 |
+
### **By Use Case**
|
| 187 |
+
|
| 188 |
+
#### **Business/Enterprise**
|
| 189 |
+
```yaml
|
| 190 |
+
tags:
|
| 191 |
+
- business-intelligence
|
| 192 |
+
- enterprise
|
| 193 |
+
- data-analytics
|
| 194 |
+
- market-research
|
| 195 |
+
- customer-insights
|
| 196 |
+
```
|
| 197 |
+
|
| 198 |
+
#### **Research/Academic**
|
| 199 |
+
```yaml
|
| 200 |
+
tags:
|
| 201 |
+
- research
|
| 202 |
+
- academic
|
| 203 |
+
- scientific
|
| 204 |
+
- literature-review
|
| 205 |
+
- research-tools
|
| 206 |
+
```
|
| 207 |
+
|
| 208 |
+
#### **Developer Tools**
|
| 209 |
+
```yaml
|
| 210 |
+
tags:
|
| 211 |
+
- developer-tools
|
| 212 |
+
- api
|
| 213 |
+
- automation
|
| 214 |
+
- productivity
|
| 215 |
+
- data-engineering
|
| 216 |
+
```
|
| 217 |
+
|
| 218 |
+
---
|
| 219 |
+
|
| 220 |
+
## π **Hardware Configuration**
|
| 221 |
+
|
| 222 |
+
The Space configuration also affects hardware selection:
|
| 223 |
+
|
| 224 |
+
### **Hardware Options**
|
| 225 |
+
```yaml
|
| 226 |
+
# In Space settings (not README.md):
|
| 227 |
+
# - CPU Basic (free)
|
| 228 |
+
# - CPU Upgrade ($0.03/hour)
|
| 229 |
+
# - T4 Small ($0.60/hour) β Recommended
|
| 230 |
+
# - T4 Medium ($1.20/hour)
|
| 231 |
+
# - A10G Small ($1.05/hour)
|
| 232 |
+
# - A10G Large ($3.15/hour)
|
| 233 |
+
```
|
| 234 |
+
|
| 235 |
+
### **Memory Requirements**
|
| 236 |
+
```yaml
|
| 237 |
+
# Our application needs:
|
| 238 |
+
# - Base app: ~200MB
|
| 239 |
+
# - AI models: ~2-4GB
|
| 240 |
+
# - Processing: ~1-2GB
|
| 241 |
+
# Total: ~4-6GB recommended (T4 Small = 16GB)
|
| 242 |
+
```
|
| 243 |
+
|
| 244 |
+
---
|
| 245 |
+
|
| 246 |
+
## π **Environment Variables**
|
| 247 |
+
|
| 248 |
+
Set these in Space Settings β Repository secrets:
|
| 249 |
+
|
| 250 |
+
### **Required**
|
| 251 |
+
```bash
|
| 252 |
+
PERPLEXITY_API_KEY = "your_perplexity_api_key_here"
|
| 253 |
+
```
|
| 254 |
+
|
| 255 |
+
### **Optional**
|
| 256 |
+
```bash
|
| 257 |
+
# HuggingFace integration
|
| 258 |
+
HF_TOKEN = "your_huggingface_token"
|
| 259 |
+
|
| 260 |
+
# Performance tuning
|
| 261 |
+
MAX_SOURCES_PER_SEARCH = "50"
|
| 262 |
+
REQUEST_TIMEOUT = "30"
|
| 263 |
+
LOG_LEVEL = "INFO"
|
| 264 |
+
|
| 265 |
+
# Feature flags
|
| 266 |
+
ENABLE_DEBUG_MODE = "false"
|
| 267 |
+
ENABLE_CACHING = "true"
|
| 268 |
+
```
|
| 269 |
+
|
| 270 |
+
---
|
| 271 |
+
|
| 272 |
+
## β
**Validation Checklist**
|
| 273 |
+
|
| 274 |
+
Before deploying, ensure:
|
| 275 |
+
|
| 276 |
+
- [ ] β
YAML frontmatter is at the very beginning of README.md
|
| 277 |
+
- [ ] β
No spaces before the opening `---`
|
| 278 |
+
- [ ] β
Proper YAML syntax (quotes around version numbers)
|
| 279 |
+
- [ ] β
`app_file: app.py` matches your main file name
|
| 280 |
+
- [ ] β
SDK version matches your requirements.txt
|
| 281 |
+
- [ ] β
Title and emoji are appropriate for your audience
|
| 282 |
+
- [ ] β
Tags are relevant and searchable
|
| 283 |
+
- [ ] β
PERPLEXITY_API_KEY is set in Space secrets
|
| 284 |
+
|
| 285 |
+
---
|
| 286 |
+
|
| 287 |
+
## π¨ **Common Configuration Errors**
|
| 288 |
+
|
| 289 |
+
### **β Missing Frontmatter**
|
| 290 |
+
```markdown
|
| 291 |
+
# π AI Dataset Studio β ERROR: No YAML header
|
| 292 |
+
```
|
| 293 |
+
|
| 294 |
+
### **β
Correct Format**
|
| 295 |
+
```markdown
|
| 296 |
+
---
|
| 297 |
+
title: AI Dataset Studio
|
| 298 |
+
emoji: π
|
| 299 |
+
sdk: gradio
|
| 300 |
+
---
|
| 301 |
+
|
| 302 |
+
# π AI Dataset Studio β Correct: Content after YAML
|
| 303 |
+
```
|
| 304 |
+
|
| 305 |
+
### **β Wrong SDK Version Format**
|
| 306 |
+
```yaml
|
| 307 |
+
sdk_version: 4.44.0 β ERROR: Missing quotes
|
| 308 |
+
```
|
| 309 |
+
|
| 310 |
+
### **β
Correct Format**
|
| 311 |
+
```yaml
|
| 312 |
+
sdk_version: "4.44.0" β Correct: Quoted string
|
| 313 |
+
```
|
| 314 |
+
|
| 315 |
+
### **β Invalid App File**
|
| 316 |
+
```yaml
|
| 317 |
+
app_file: main.py β ERROR: File doesn't exist
|
| 318 |
+
```
|
| 319 |
+
|
| 320 |
+
### **β
Correct Format**
|
| 321 |
+
```yaml
|
| 322 |
+
app_file: app.py β Correct: Matches actual filename
|
| 323 |
+
```
|
| 324 |
+
|
| 325 |
+
---
|
| 326 |
+
|
| 327 |
+
## π **Updating Configuration**
|
| 328 |
+
|
| 329 |
+
To change your Space configuration:
|
| 330 |
+
|
| 331 |
+
1. **Edit README.md**
|
| 332 |
+
- Update the YAML frontmatter
|
| 333 |
+
- Commit changes to git
|
| 334 |
+
|
| 335 |
+
2. **Space will automatically rebuild**
|
| 336 |
+
- Changes take effect immediately
|
| 337 |
+
- Monitor build logs for errors
|
| 338 |
+
|
| 339 |
+
3. **Hardware changes**
|
| 340 |
+
- Go to Space Settings
|
| 341 |
+
- Change hardware tier
|
| 342 |
+
- Restart Space
|
| 343 |
+
|
| 344 |
+
---
|
| 345 |
+
|
| 346 |
+
## π **Example Complete README.md Start**
|
| 347 |
+
|
| 348 |
+
Here's how your README.md should begin:
|
| 349 |
+
|
| 350 |
+
```markdown
|
| 351 |
+
---
|
| 352 |
+
title: AI Dataset Studio
|
| 353 |
+
emoji: π
|
| 354 |
+
colorFrom: blue
|
| 355 |
+
colorTo: purple
|
| 356 |
+
sdk: gradio
|
| 357 |
+
sdk_version: "4.44.0"
|
| 358 |
+
app_file: app.py
|
| 359 |
+
pinned: false
|
| 360 |
+
license: mit
|
| 361 |
+
tags:
|
| 362 |
+
- machine-learning
|
| 363 |
+
- datasets
|
| 364 |
+
- nlp
|
| 365 |
+
- perplexity-ai
|
| 366 |
+
- data-science
|
| 367 |
+
---
|
| 368 |
+
|
| 369 |
+
# π AI Dataset Studio
|
| 370 |
+
|
| 371 |
+
**Create high-quality training datasets with AI-powered source discovery**
|
| 372 |
+
|
| 373 |
+
A comprehensive platform for building ML datasets that combines web scraping, AI processing, and smart source discovery using Perplexity AI...
|
| 374 |
+
```
|
| 375 |
+
|
| 376 |
+
---
|
| 377 |
+
|
| 378 |
+
## π‘ **Pro Tips**
|
| 379 |
+
|
| 380 |
+
1. **Choose memorable titles** - They appear in search results
|
| 381 |
+
2. **Use relevant emojis** - They make your Space stand out
|
| 382 |
+
3. **Pick good color combinations** - They create visual appeal
|
| 383 |
+
4. **Add comprehensive tags** - They improve discoverability
|
| 384 |
+
5. **Pin important Spaces** - They appear prominently on your profile
|
| 385 |
+
6. **Use appropriate licenses** - MIT or Apache-2.0 for open source
|
| 386 |
+
|
| 387 |
+
---
|
| 388 |
+
|
| 389 |
+
**Your Space configuration is now properly set up for deployment! π**
|