Upload 36 files

.gitattributes

@@ -57,3 +57,36 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
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LICENSE.txt

@@ -0,0 +1,27 @@
+
+---
+
+### ? `LICENSE.txt`
+
+```text
+Open Data Commons Attribution License (ODC-By) v1.0
+
+You are free:
+
+- To Share: To copy, distribute and use the database.
+- To Create: To produce works from the database.
+- To Adapt: To modify, transform and build upon the database.
+
+As long as you:
+
+- Attribute: You must attribute any public use of the database, or works produced from the database, in the manner specified in the license. For attribution purposes, please credit:
+
+  Tokuhn  
+  https://tokuhn.com  
+  Dataset: TSMPD-US-Public v1.0
+
+---
+
+Full legal code:  
+https://opendatacommons.org/licenses/by/1-0/
+

README.md

@@ -1,3 +1,30 @@
----
-license: odc-by
----
+# TSMPD-US-Public v1.0  
+**Tokuhn Small Merchant Product Dataset (U.S. Edition ? Public Release)**
+
+---
+
+## ?? Overview
+
+TSMPD-US-Public v1.0 is the most comprehensive structured dataset of product listings from verified small U.S.-based Shopify merchants. This public release contains **3.2 million products** across **355,722 independent stores**, designed to support research, development, and innovation in:
+
+- LLM grounding
+- Retrieval-Augmented Generation (RAG)
+- Semantic product search
+- Agent training
+- Product metadata classification
+
+---
+
+## ?? Schema
+
+Each record is a JSON object with the following fields:
+
+```json
+{
+  "vendor": "string",           // Merchant or brand name
+  "title": "string",            // Product title
+  "description": "string",      // Plaintext product description
+  "tags": "string",             // Comma-separated list of tags
+  "category": "string",         // Product category or type
+  "last_updated": "string"      // ISO8601 timestamp
+}

dataset_card.json

@@ -0,0 +1,103 @@
+{
+	"id": "tokuhn/tsmpd-us-public-v1.0",
+	"title": "TSMPD-US-Public v1.0",
+	"description": "The Tokuhn Small Merchant Product Dataset (U.S. Edition, Public v1.0) is the largest structured dataset of product listings from verified small U.S.-based Shopify merchants. It includes over 3.2 million products from 355,722 stores, designed to support product discovery, grounding, RAG agents, and commerce-related LLM research.",
+	"licenses": [
+	  {
+		"name": "Open Data Commons Attribution License (ODC-By)",
+		"url": "https://opendatacommons.org/licenses/by/1-0/"
+	  }
+	],
+	"source": "https://tokuhn.com",
+	"dataset_type": "structured",
+	"language": ["en"],
+	"size": {
+	  "total_products": 3248575,
+	  "total_merchants": 355722,
+	  "files": 33,
+	  "compressed_size_mb": 2800,
+	  "uncompressed_size_mb": 3400
+	},
+	"format": ["json"],
+	"structure": {
+	  "record_type": "array of JSON objects",
+	  "fields": [
+		{"name": "vendor", "type": "string"},
+		{"name": "title", "type": "string"},
+		{"name": "description", "type": "string"},
+		{"name": "tags", "type": "string"},
+		{"name": "category", "type": "string"},
+		{"name": "last_updated", "type": "string (ISO 8601)"}
+	  ]
+	},
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+	],
+	"version": "1.0",
+	"update_frequency": "quarterly",
+	"curation": {
+	  "method": "public Shopify product API aggregation from verified small merchants",
+	  "exclusions": [
+		"Large brands (e.g., Tecovas, American Giant)",
+		"Non-U.S. stores",
+		"Empty or inactive domains"
+	  ]
+	},
+	"intended_use": {
+	  "llm_grounding": true,
+	  "semantic_search": true,
+	  "ecommerce_agents": true,
+	  "research": true,
+	  "product_generation": true
+	},
+	"created_by": {
+	  "name": "James Wyatt",
+	  "organization": "Tokuhn",
+	  "contact": "[email protected]"
+	},
+	"release_date": "2025-04-05",
+	"keywords": [
+	  "ecommerce",
+	  "shopify",
+	  "small business",
+	  "retail",
+	  "structured data",
+	  "llm training",
+	  "product metadata",
+	  "rAG",
+	  "semantic grounding"
+	]
+  }
+  

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