Golden Sea Gaming Studio
Back to portfolio

AI & Automation

Custom AI Business Chatbot

Discipline

AI / RAG Chatbot

RAG-powered chatbot trained on company knowledge base. 80% query accuracy, deployed in days.

Custom AI Business Chatbot

The brief

From a real problem to a working product.

Most chatbots answer generic questions. A custom AI chatbot trained on your specific business knowledge — your product documentation, SOPs, FAQs, pricing, support history — can handle the questions your team gets asked every day, consistently and at scale.

Golden Sea builds RAG-powered chatbots using Dify as the orchestration layer and Pinecone as the vector database. The process: upload your documents (PDFs, Notion pages, Google Docs, web pages), the system chunks and embeds them, and the chatbot retrieves relevant passages when a user asks a question — grounding every response in your actual content rather than hallucinating.

The LLM layer (GPT-4 or Claude, depending on requirements) synthesizes the retrieved context into a natural conversational response. System prompts enforce tone, scope, and escalation rules: the bot knows what it's allowed to answer and when to hand off to a human.

Deployment integrations include website chat widgets, Slack, WhatsApp Business, and LINE — wherever your users already are. An admin dashboard lets non-technical staff update the knowledge base, review conversation logs, rate responses, and monitor accuracy metrics over time. Typical deployment timeline: 5–10 business days from kickoff to go-live. Average query accuracy on client-specific knowledge: 80%+.

Scope delivered

The work behind the outcome.

  1. 01RAG architecture — answers grounded in your documents
  2. 0280%+ query accuracy on company-specific knowledge
  3. 03Connects to Slack, WhatsApp, website chat, and more
  4. 04Admin panel for knowledge base management
  5. 05Human handoff escalation built in

Category

AI & Automation

Technology

Dify · LLM (GPT-4 / Claude) · Pinecone · Python · FastAPI · React · Slack / WhatsApp API

Studio

Golden Sea Studios

Ho Chi Minh City, Vietnam

Have a similar challenge?

Start with a clear conversation.