Spaces:
Configuration error
Configuration error
Update README.md
Browse files
README.md
CHANGED
|
@@ -1,10 +1,44 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
-
|
| 3 |
-
|
| 4 |
-
|
| 5 |
-
|
| 6 |
-
|
| 7 |
-
|
|
|
|
| 8 |
---
|
| 9 |
|
| 10 |
-
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# Any Stack Labs
|
| 2 |
+
|
| 3 |
+
We build commercial data infrastructure for AI training, alt-data, and product use cases — starting with the US restaurant economy.
|
| 4 |
+
|
| 5 |
+
---
|
| 6 |
+
|
| 7 |
+
## What we publish
|
| 8 |
+
|
| 9 |
+
### 🍽️ Souslab — US Restaurant Menus
|
| 10 |
+
|
| 11 |
+
A normalized, programmatic dataset of US restaurant menus. 449K restaurants, 44.3M menu items, refreshed continuously, with chain-level aggregation and documented methodology.
|
| 12 |
+
|
| 13 |
+
The sample dataset is free for research and non-commercial use. The full dataset is available via the Souslab API.
|
| 14 |
+
|
| 15 |
+
→ [Free sample dataset](https://huggingface.co/datasets/AnyStackLabsdev/souslab-us-restaurant-menus)
|
| 16 |
+
→ [Souslab API & docs](https://souslab.site)
|
| 17 |
+
→ [Methodology](https://souslab.site/methodology)
|
| 18 |
+
|
| 19 |
+
---
|
| 20 |
+
|
| 21 |
+
## Who we are
|
| 22 |
+
|
| 23 |
+
Any Stack Labs is a small team building data products that take years of structured collection and normalization to do well. Our background is in e-commerce infrastructure, restaurant data systems, and AI-powered SaaS — including MenuPortal, a menu-management platform that's processed data for 800K+ restaurants over the past decade.
|
| 24 |
+
|
| 25 |
+
We focus on data products that:
|
| 26 |
+
|
| 27 |
+
- Have a clear, narrow domain we can do better than anyone else
|
| 28 |
+
- Are documented end-to-end (collection, normalization, refresh, gaps)
|
| 29 |
+
- Are usable for both AI training and traditional analytics, with appropriate licensing for each
|
| 30 |
+
|
| 31 |
---
|
| 32 |
+
|
| 33 |
+
## Licensing
|
| 34 |
+
|
| 35 |
+
All datasets published here under the `AnyStackLabsdev` org are released under the licenses specified on each dataset card. Free tier is typically CC-BY-NC-4.0 — free for research and non-commercial use with attribution. Commercial use, including AI training and product deployment, requires a commercial license from Any Stack Labs.
|
| 36 |
+
|
| 37 |
+
For commercial licensing inquiries: [hello@souslab.site](mailto:hello@souslab.site) or [souslab.site](https://souslab.site).
|
| 38 |
+
|
| 39 |
---
|
| 40 |
|
| 41 |
+
## Contact
|
| 42 |
+
|
| 43 |
+
- 🌐 Website: [souslab.site](https://souslab.site)
|
| 44 |
+
- 📧 Email: [hello@souslab.site](mailto:hello@souslab.site)
|