Mengekstrak entity dari invoice

Mengekstrak entity dari dokumen invoice dan menampilkannya dalam JSON.

Anda dapat membuat kueri model secara langsung dan menguji hasil yang ditampilkan saat menggunakan parameter value yang berbeda dengan Konsol Cloud, atau dengan memanggil Vertex AI API secara langsung.

Perintah Freeform

invoice.pdf

Anda adalah spesialis ekstraksi entitas dokumen. Berdasarkan dokumen, tugas Anda adalah mengekstrak nilai teks entity berikut:
{
    "amount_paid_since_last_invoice": "",
    "carrier": "",
    "currency": "",
    "currency_exchange_rate": "",
    "delivery_date": "",
    "due_date": "",
    "freight_amount": "",
    "invoice_date": "",
    "invoice_id": "",
    "line_items": [
        {
            "amount": "",
            "description": "",
            "product_code": "",
            "purchase_order": "",
            "quantity": "",
            "unit": "",
            "unit_price": ""
        }
    ],
    "net_amount": "",
    "payment_terms": "",
    "purchase_order": "",
    "receiver_address": "",
    "receiver_email": "",
    "receiver_name": "",
    "receiver_phone": "",
    "receiver_tax_id": "",
    "receiver_website": "",
    "remit_to_address": "",
    "remit_to_name": "",
    "ship_from_address": "",
    "ship_from_name": "",
    "ship_to_address": "",
    "ship_to_name": "",
    "supplier_address": "",
    "supplier_email": "",
    "supplier_iban": "",
    "supplier_name": "",
    "supplier_payment_ref": "",
    "supplier_phone": "",
    "supplier_registration": "",
    "supplier_tax_id": "",
    "supplier_website": "",
    "total_amount": "",
    "total_tax_amount": "",
    "vat": [
        {
            "amount": "",
            "category_code": "",
            "tax_amount": "",
            "tax_rate": "",
            "total_amount": ""
        }
    ]
}

  • Skema JSON harus diikuti selama ekstraksi.
  • Nilai hanya boleh menyertakan teks yang ditemukan dalam dokumen
  • Jangan menormalisasi nilai entity apa pun.
  • Jika entitas tidak ditemukan dalam dokumen, setel nilai entitas ke null.

Respons

{
"amount_paid_since_last_invoice": null,
"carrier": null,
"currency": "$",
"currency_exchange_rate": null,
"delivery_date": null,
"due_date": null,
"freight_amount": null,
"invoice_date": "02/23/2021",
"invoice_id": "3222",
"line_items": [
{
"amount": "490.12",
"description": "Drag Series Transmission Build - A WD DSM",
"product_code": null,
"purchase_order": null,
"quantity": "1",
"unit": null,
"unit_price": "490.12"
},
{
"amount": "220.15",
"description": "Drive Shaft Automatic Right",
"product_code": null,
"purchase_order": null,
"quantity": "7",
"unit": null,
"unit_price": "31.45"
},
{
"amount": "549.10",
"description": "Multigrade Synthetic Technology Bench",
"product_code": null,
"purchase_order": null,
"quantity": "1",
"unit": null,
"unit_price": "549.10"
},
{
"amount": "1,187.79",
"description": "6689 Transit Stan",
"product_code": null,
"purchase_order": null,
"quantity": "1",
"unit": null,
"unit_price": "1,187.79"
},
{
"amount": "883.12",
"description": "HMT Vertical Milling Machine",
"product_code": null,
"purchase_order": null,
"quantity": "1",
"unit": null,
"unit_price": "883.12"
},
{
"amount": "87.54",
"description": "Optional:\nHMT Machine",
"product_code": null,
"purchase_order": null,
"quantity": "1",
"unit": null,
"unit_price": "87.54"
}
],
"net_amount": "3,417.82",
"payment_terms": null,
"purchase_order": null,
"receiver_address": "45 Lightning Road,\nArizona, AZ 88776",
"receiver_email": "proprietor@abcxyz.com",
"receiver_name": "Martin Colby",
"receiver_phone": null,
"receiver_tax_id": null,
"receiver_website": null,
"remit_to_address": null,
"remit_to_name": null,
"ship_from_address": null,
"ship_from_name": null,
"ship_to_address": "45 Lightning Road,\nArizona, AZ 88776",
"ship_to_name": "Johnny Patel",
"supplier_address": "9291 Proin Road\nLake Charles, ME-11292",
"supplier_email": "sales@amnoshsuppliers.com",
"supplier_iban": null,
"supplier_name": "AMNOSH\nSUPPLIERS",
"supplier_payment_ref": null,
"supplier_phone": "123-456-7890",
"supplier_registration": null,
"supplier_tax_id": null,
"supplier_website": "www.amnoshsuppliers.com",
"total_amount": "3,759.60",
"total_tax_amount": "341.78",
"vat": []
}
Model: gemini-1.5-flash-001
Suhu: 1
Token output maks: 8192
TopK: 40
TopP: 0,95