AI-Helpdesk

AI-Powered IT Helpdesk

Enterprise-grade AI support system with multi-agent orchestration, real-time chat, and intelligent ticket management. Built for privacy with local LLM inference.

What Is AI-Helpdesk?

A production-ready AI IT support system that combines intelligent multi-agent orchestration with comprehensive ticket management, asset tracking, and a privacy-first architecture powered by local LLMs.

AI-Powered Support

Three specialized AI agents handle support requests with 18+ tools for automated IT operations and intelligent routing.

  • Helpdesk Agent
  • System Agent
  • Thoth Knowledge Agent

Real-Time Chat

WebSocket-powered bidirectional streaming with LLM responses, automatic reconnection, and session persistence.

  • Streaming LLM responses
  • Session logging & export
  • File attachments

Privacy-First

All AI inference runs locally via Ollama with GPU acceleration. No data leaves your infrastructure.

  • Local LLM inference
  • No external API calls
  • Full data sovereignty

Key Features

A complete IT helpdesk platform with enterprise-grade capabilities

Ticket Management

Complete lifecycle management with SLA tracking across five priority levels (P0-P4), breach detection, internal and external comments, and three-state workflow.

Asset Management

Full IT inventory tracking for hardware, software, and network assets. Includes logical groupings via collections with granular VIEW/EDIT/ADMIN permissions.

Knowledge Base (RAG)

Semantic search powered by pgvector with 768-dimensional embeddings. Combines vector and fulltext hybrid search with document versioning and categorization.

Role-Based Access

Three-tier access control with User, Technician, and Admin roles. Granular permissions ensure the right people have the right level of access.

Analytics Dashboard

Comprehensive metrics including ticket statistics, SLA compliance rates, technician performance tracking, and usage pattern analysis.

Multi-Agent Orchestration

Powered by LangChain and AutoGen, three specialized agents collaborate with 18+ tools to handle complex IT support scenarios autonomously.

Tech Stack

Built with modern, production-proven technologies

Frontend

  • Next.js 14
  • React 18 + TypeScript
  • Tailwind CSS
  • React Markdown (GFM)

Backend

  • FastAPI (Python 3.11+)
  • SQLAlchemy 2.0 ORM
  • LangChain + AutoGen
  • WebSockets

Database

  • PostgreSQL 16
  • pgvector extension
  • Alembic migrations
  • 768-dim embeddings

AI & Infrastructure

  • Ollama (local LLM)
  • Docker Compose
  • Nginx reverse proxy
  • GPU acceleration

Interested?

Want to learn more about AI-Helpdesk or deploy it for your organization? Get in touch.

General Inquiries

[email protected]

Lead Engineer

[email protected]

Ready to get started?

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