Pricing

Pay per event

🗂️ Product Taxonomy Classifier - Deep Category Trees

⚡ Classify thousands of products into a deep, multi-level category tree with no LLM. ✅ Walks the taxonomy level by level so every path is internally consistent, scores with TF-IDF-ish cosine + token overlap + trigram similarity, and routes low-confidence items to a review queue instead of.

Pricing

Pay per event

Rating

0.0

(0)

Developer

mohamed alaya

Actor stats

Bookmarked

Total users

Monthly active users

7 days ago

Last modified

Categories

E-commerce

You can access the 🗂️ Product Taxonomy Classifier - Deep Category Trees programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "products": [
10        {
11            "title": "Sony WH-1000XM5 Wireless Noise Cancelling Headphones",
12            "description": "Over-ear Bluetooth headphones with active noise cancellation",
13            "tags": [
14                "audio",
15                "wireless",
16                "bluetooth",
17            ],
18        },
19        {
20            "title": "KitchenAid 5-Quart Stand Mixer",
21            "description": "Countertop mixer for baking with dough hook and whisk attachments",
22            "tags": [
23                "kitchen",
24                "baking",
25            ],
26        },
27        {
28            "title": "Nike Air Zoom Pegasus Running Shoes",
29            "description": "Men's lightweight running shoes with breathable mesh upper",
30            "tags": [
31                "footwear",
32                "running",
33            ],
34        },
35    ],
36    "taxonomy": [
37        "Electronics > Audio > Headphones",
38        "Electronics > Audio > Speakers",
39        "Home & Kitchen > Small Appliances > Mixers",
40        "Home & Kitchen > Small Appliances > Blenders",
41        "Clothing & Shoes > Footwear > Running Shoes",
42        "Clothing & Shoes > Footwear > Boots",
43    ],
44}
45
46# Run the Actor and wait for it to finish
47run = client.actor("that_red_bird/product-taxonomy-classifier").call(run_input=run_input)
48
49# Fetch and print Actor results from the run's dataset (if there are any)
50print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
51for item in client.dataset(run.default_dataset_id).iterate_items():
52    print(item)
53
54# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

🗂️ Product Taxonomy Classifier - Deep Category Trees API in Python

The Apify API client for Python is the official library that allows you to use 🗂️ Product Taxonomy Classifier - Deep Category Trees API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

🗂️ Product Taxonomy Classifier - Deep Category Trees API in JavaScript

🗂️ Product Taxonomy Classifier - Deep Category Trees API through CLI

🗂️ Product Taxonomy Classifier - Deep Category Trees OpenAPI definition

🗂️ Product Taxonomy Classifier - Deep Category Trees API

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