Chatbot IT Assistant — AI-Powered IT Support for the Modern Workplace

Tired of waiting hours for IT help on a simple password reset? Chatbot IT Assistant bridges the gap between non-technical users and complex IT problems — delivering expert-level support instantly, in plain human language.

What It Does

A production-ready AI support system deployed at YDSF that lets anyone resolve IT issues without needing to call a technician. Think of it as having a senior IT engineer available 24/7, minus the ticket queue.

Why It Stands Out

Most LLM-powered chatbots hallucinate. This one doesn't — at least not quietly.

Under the hood, it runs a self-critical RAG pipeline powered by Gemma 4 31B: every response is generated, validated, and refined before it ever reaches the user. The result is answers that are not just fast, but trustworthy — grounded in a dynamic, customizable knowledge base that can be updated without touching a single line of model code.

When the system genuinely can't help? It escalates gracefully through a built-in ticketing system — no dead ends, no frustrated users.

Tech Stack

Python · FastAPI · JWT Authentication · RAG Pipeline · Gemma 4 31B

Key Highlights

• Self-validating response pipeline that actively reduces hallucinations

• Dynamic knowledge base — update context without retraining or fine-tuning

• Humanized response generation built for non-technical audiences

• Automatic ticket creation for unresolved cases

• Full authentication layer via JWT

• End-to-end custom build — no off-the-shelf chatbot frameworks

The Bigger Picture

This project proves a compelling idea: thoughtful pipeline engineering beats brute-force fine-tuning. By designing the architecture around reliability and user experience rather than raw model capability, Chatbot IT Assistant delivers measurably better outcomes at a fraction of the cost of training custom models.

🔗 Live Demo: https://logistik.info.falah.id/