NLP API

Named Entity Recognition API

Extract structured entities such as brand, model, year, and more from unstructured text descriptions.

Ekstraksi Entity Otomatis

Identifikasi brand, model, tahun, transmisi, bahan bakar, dan atribut penting lainnya dari teks tidak terstruktur secara otomatis.

Output JSON Terstruktur

Ubah deskripsi bebas menjadi data terstruktur yang siap digunakan untuk pencarian, analitik, dan integrasi sistem.

Entity Group Fleksibel

Sesuaikan model ekstraksi berdasarkan kebutuhan bisnis seperti otomotif, properti, marketplace, produk, dan kategori lainnya.

🟢 Endpoint

POST https://kubus.co.id/api/v1/ner/batch

Enable

🔐 Headers

Use your API key to authorize requests. Replace YOUR_API_KEY with your actual key.

                Authorization: Bearer YOUR_API_KEY
                Content-Type: application/json

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📦 Request Body

Configured Entity Groups

No entity groups configured yet.

Send a JSON object with a list of texts:


            {
                "entity_group":"car",
                "texts": [
                    "2022 Hyundai Stargazer 1.5 Prime MPV",
                    "2021 Toyota Avanza 1.3 G MT MPV"
                ]
            }

✅ Response

Example a successful request returns:

                {
    "results": [
        {
            "ner": "{\"brand\": \"Hyundai\", \"tipe mobil\": \"Stargazer\", 
                    \"transmisi\": \"AWD\", \"tahun\": \"2022\", \"bahan bakar\": \"E85/E10\", 
                    \"kubikasi\": \"1.5\"}",
            "text": "2022 Hyundai Stargazer 1.5 Prime MPV"
        },
        {
            "ner": "{\"brand\": \"Toyota\", \"tipe_mobil\": \"Avanza\", 
                    \"transmisi\": \"MT\", \"tahun\": \"2021\", \"bahan_bakar\": \"Bensin\", 
                    \"kubikasi\": \"1300cc\"}",
            "text": "2021 Toyota Avanza 1.3 G MT MPV"
        }
    ],
    "status": "success"
}

Notes

Extracted entities are returned as a JSON-formatted string per input text.
Maximum of 10 texts per batch is supported.
Ensure your API key is valid and not expired.