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GCarbon

G-CHAT — The In-App Assistant

A chatbot that answers from the real manual via semantic search — text + links + screenshots, with data never leaving the system (PDPA-safe)

G-CHAT — The In-App Assistant
  • Semantic manual search (embeddings + pgvector) — understands natural questions

  • Answers with text + links to the relevant screen + real manual screenshots

  • No external LLM — zero API cost, zero hallucination, zero data leakage

G-CHAT is the usage assistant embedded in the system — built so a new team can start using GCarbon without opening a thick manual.

Ask in plain language, answer from the real manual

Type "how do I add electricity for a new branch" and the system searches the manual with semantic search (multilingual embeddings + pgvector), answering with actual manual text, links to the relevant screen, and over 60 accompanying screenshots.

Safer than a typical LLM chatbot

G-CHAT calls no external LLM — question embedding happens in the user's own browser, and no text is sent to any third party. That means PDPA safety, zero API cost per use, and no hallucinated answers: the system returns only text that genuinely exists in the manual.

Always in sync with the product

The manual index is rebuilt on every release — answers always match the screens users actually see.

Want to see it with your own data?

Our team runs a live demo with real cases from your industry, within one business day.