Sending Message with PII Masking

Installation

Prerequisites

This example specifically requires completion of GLChat SDK installation & API Key steps listed on the Quickstart page.

View full project code on GitHub

Custom Base URL in GLChat SDK

You can set custom Base URL when initializing GLChat SDK. This is particularly useful when you have Self-Managed On-Premises GL Chat (you manage your own GLChat deployments, thus you have your own GLChat URL).

Python

from glchat_sdk import GLChat

client = GLChat()
response = client.message.create(
    chatbot_id="no-op",
    message="Nama saya Budiono Siregar. Saya umur 20 tahun. Project saya LODA. Nomor HP saya 081234567890. Saya asal Yogyakarta. Tolong rekap biodata saya",
    ananymize_lm=True
)

for chunk in response:
    print(chunk.decode("utf-8"), end="")

Sample Response

This is a sample of the response:

data: {
    "status": "data",
    "message": "{\"data_type\": \"process\", \"data_value\": {\"id\": \"003cfa90a4006da7fb8f0ea9d610535113eb45ed0f3f8cc9aeaf371992363adc\", \"message\": \"Masking private data in the question\", \"status\": \"running\", \"time\": 0.15}}",
    "conversation_id": null,
    "user_message_id": null,
    "assistant_message_id": null,
    "created_date": 1758612083089
}

...

data: {
    "status": "data",
    "message": "{\"data_type\": \"deanonymized_data\", \"data_value\": {\"user_message\": {\"content\": \"Nama saya <PERSON_1>. Saya umur 20 tahun. Project saya LODA. Nomor HP saya <PHONE_NUMBER_1>. Saya asal Yogyakarta. Tolong rekap biodata saya\", \"deanonymized_content\": \"Nama saya Budiono Siregar. Saya umur 20 tahun. Project saya LODA. Nomor HP saya 081234567890. Saya asal Yogyakarta. Tolong rekap biodata saya\"}, \"ai_message\": {\"content\": \"Berikut adalah rekap biodata Anda:\\n\\n- **Nama:** <PERSON_1>\\n- **Umur:** 20 tahun\\n- **Proyek:** LODA\\n- **Nomor HP:** <PHONE_NUMBER_1>\\n- **Asal:** Yogyakarta\\n\\nJika ada tambahan yang ingin Anda masukkan, silakan informasikan!\", \"deanonymized_content\": \"Berikut adalah rekap biodata Anda:\\n\\n- **Nama:** Budiono Siregar\\n- **Umur:** 20 tahun\\n- **Proyek:** LODA\\n- **Nomor HP:** 081234567890\\n- **Asal:** Yogyakarta\\n\\nJika ada tambahan yang ingin Anda masukkan, silakan informasikan!\"}, \"deanonymized_mapping\": {\"<PERSON_1>\": \"Budiono Siregar\", \"<PHONE_NUMBER_1>\": \"081234567890\"}}}",
    "conversation_id": null,
    "user_message_id": null,
    "assistant_message_id": null,
    "created_date": 1758612086594
}