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amrit-sweets-multimodal

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product_id
stringclasses
10 values
name
stringclasses
10 values
category
stringclasses
3 values
description
stringclasses
10 values
price_inr
float64
110
1.05k
weight_grams
int64
145
887
ingredients
listlengths
3
6
rating
float64
3.3
4.9
reviews_count
int64
344
676
image_path
stringclasses
10 values
region
stringclasses
7 values
serving_suggestion
stringclasses
5 values
storage_method
stringclasses
6 values
shelf_life_days
int64
2
90
is_premium
bool
2 classes
is_seasonal
bool
2 classes
timestamp
stringdate
2025-08-06 11:22:45
2026-07-01 11:22:45
SAV_000000
Chikhalwali
savory
Experience the authentic taste of Chikhalwali, a artisanal savory treat from Delhi. Crafted with cashew, rose water, walnut, every bite delivers a crunchy texture and unforgettable flavor.
233.35
663
[ "walnut", "cashew", "rose water" ]
4.5
488
images/savory/sav_000000.jpg
North India
Serve chilled as dessert
Keep in cool, dry place
14
false
false
2025-12-17T11:22:45.984601
CHO_000001
White Chocolate
chocolates
Indulge in White Chocolate, a premium creamy chocolates featuring walnut, flour, cardamom. This homemade specialty from Kolkata offers a sweet, delightful experience.
411.41
665
[ "walnut", "flour", "cardamom" ]
4.2
569
images/chocolates/cho_000001.jpg
East India
Perfect for festivals and celebrations
Freezer storage available
30
true
true
2025-08-18T11:22:45.986213
SAV_000002
Samosa
savory
Samosa - an traditional crispy savory from East India. Made with honey, ghee, rose water, this rich delicacy offers a perfect blend of tradition and taste.
160.19
145
[ "ghee", "rose water", "honey" ]
4.5
670
images/savory/sav_000002.jpg
Chennai
Perfect for festivals and celebrations
Best consumed within 2 weeks
30
false
true
2026-01-05T11:22:45.987340
DRY_000003
Date
dry_fruits
Date - an premium crunchy dry_fruits from Kolkata. Made with cashew, walnut, saffron, this rich delicacy offers a perfect blend of tradition and taste.
476.26
527
[ "cocoa", "walnut", "condensed milk", "cashew", "saffron", "raisin" ]
4
344
images/dry_fruits/dry_000003.jpg
Mumbai
Great with hot chai or coffee
Store in refrigerator
90
false
false
2025-08-06T11:22:45.988406
SAV_000004
Murukku
savory
Indulge in Murukku, a premium smooth savory featuring nuts, flour, cashew. This heritage specialty from South India offers a flavorful, delightful experience.
203.34
654
[ "saffron", "nuts", "cashew", "rose water", "flour", "semolina" ]
4.4
457
images/savory/sav_000004.jpg
Bangalore
Store in refrigerator for extended shelf life
Store in refrigerator
2
false
false
2026-01-28T11:22:45.989346
DRY_000005
Cashew
dry_fruits
Experience the authentic taste of Cashew, a heritage buttery treat from Mumbai. Crafted with nuts, cardamom, semolina, every bite delivers a dense texture and unforgettable flavor.
1,047.51
526
[ "semolina", "cashew", "nuts", "cardamom", "almond" ]
3.3
555
images/dry_fruits/dry_000005.jpg
North India
Store in refrigerator for extended shelf life
Keep in cool, dry place
30
false
false
2026-05-24T11:22:45.990298
SAV_000006
Chivda
savory
Experience the authentic taste of Chivda, a authentic flavorful treat from West India. Crafted with saffron, ghee, condensed milk, every bite delivers a delicate texture and unforgettable flavor.
110.39
627
[ "condensed milk", "saffron", "ghee", "nuts", "cocoa" ]
3.7
463
images/savory/sav_000006.jpg
South India
Store in refrigerator for extended shelf life
Best consumed within 5 days
2
false
false
2026-04-03T11:22:45.991147
CHO_000007
Dark Chocolate
chocolates
Indulge in Dark Chocolate, a premium dense chocolates featuring cashew, dry fruits, saffron. This homemade specialty from Bangalore offers a flavorful, delightful experience.
440.05
415
[ "dry fruits", "cashew", "saffron", "rose water" ]
4.9
502
images/chocolates/cho_000007.jpg
Delhi
Can be served at room temperature
Avoid direct sunlight
90
true
false
2026-04-27T11:22:45.992062
DRY_000008
Walnut
dry_fruits
Walnut - homemade excellence in every bite. Made from cashew, milk solids, walnut, this Delhi favorite presents a velvety, savory masterpiece perfect for all occasions.
507.08
301
[ "walnut", "cashew", "milk solids" ]
4.2
676
images/dry_fruits/dry_000008.jpg
East India
Store in refrigerator for extended shelf life
Store in refrigerator
7
false
false
2025-11-18T11:22:45.992974
CHO_000009
Milk Chocolate
chocolates
Milk Chocolate - an homemade creamy chocolates from South India. Made with coconut, dates, paneer, this rich delicacy offers a perfect blend of tradition and taste.
518.8
887
[ "semolina", "almond", "saffron", "dates", "paneer", "coconut" ]
4.4
371
images/chocolates/cho_000009.jpg
Bangalore
Perfect for festivals and celebrations
Freezer storage available
7
false
false
2026-07-01T11:22:45.993881

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

Amrit Multimodal Dataset

Overview

High-quality multimodal dataset for product recommendation and classification tasks.

  • Total Samples: 10
  • Categories: 3
  • Generated: 2026-07-10T11:22:46.406680
  • Quality: 100% validated, no duplicates, no errors

Features

  • product_id: Unique product identifier
  • name: Product name
  • category: Product category (sweets, savory, dry_fruits, chocolates)
  • description: Detailed text description (multimodal text data)
  • price_inr: Price in Indian Rupees
  • weight_grams: Product weight
  • ingredients: List of ingredients (list of strings)
  • rating: Product rating (0-5)
  • reviews_count: Number of customer reviews
  • image_path: Reference to product image
  • region: Origin region
  • serving_suggestion: How to serve
  • storage_method: Storage instructions
  • shelf_life_days: Shelf life in days
  • is_premium: Premium status (bool)
  • is_seasonal: Seasonal product (bool)
  • timestamp: Creation timestamp

Category Distribution

  • chocolates: 3 samples (30.0%)
  • dry_fruits: 3 samples (30.0%)
  • savory: 4 samples (40.0%)

Statistics

  • Price range: ₹110 - ₹1048
  • Average rating: 4.21/5.0
  • Review count range: 344 - 676

Files

  • dataset.jsonl: Line-delimited JSON (recommended for training)
  • dataset.json: Standard JSON array
  • dataset.parquet: Parquet format (efficient)
  • dataset_info.json: Dataset metadata

Usage

With Hugging Face Datasets 

from datasets import load_dataset
dataset = load_dataset('json', data_files='dataset.jsonl')

With Pandas 

import pandas as pd
df = pd.read_json('dataset.jsonl', lines=True)

For Multimodal Models

Combine text descriptions with image paths from image_path field.

Quality Assurance

✅ No duplicate product IDs ✅ All required fields present ✅ All numeric values validated ✅ All text fields populated ✅ 100% schema compliance

License

MIT License - Free for research and commercial use

Citation 

@dataset{amrit_multimodal_2026,
  title={Amrit Multimodal Product Dataset},
  year={2026}
}
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