I solved the problem of several clients who were still using chatbots without LLM where it was still based on rules so it could not answer questions outside the rules, so I integrated a knowledge feature where LLM could read the current context.

One AI Assistant is a web-based AI chatbot plugin capable of providing intelligent answers from a client's dedicated knowledge base. This project is designed to help companies improve customer support efficiency with automated and interactive solutions.

1. / 01Using the RAG System which can read the available context documents, so that some things cannot be reached by naughty users but can still be answered.
2. / 02Implemented Clean Architecture, SOLID Principle

• LLM AI-based intelligent system with advanced capabilities that can receive multiple contexts to what is being asked.
• easy to maintain and scaling

• Knowledge Base Custom
• Social Media Client