CERTifAI

Self-hosted, GDPR-compliant GenAI infrastructure dashboard

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About

CERTifAI is a SaaS dashboard for administering self-hosted private GenAI infrastructure. It gives companies and individuals a single pane of glass to manage LLMs, Agents, MCP Servers, and other GenAI-related services -- without sending data to non-EU cloud providers.

Why? Protect your intellectual property from being used as training data. Stay fully GDPR-compliant with infrastructure you own.

Features

Area	Capabilities
User Management	Add, remove, set roles, permissions, and restrictions
SSO / OAuth / LDAP	Connect to company identity providers and sync users
Feature Flags	Toggle GenAI features on or off per-org
Billing	View seat usage and token consumption per billing cycle
Support	Request support or new features via feedback form
GenAI Tools	Manage LLMs, Agents, MCP Servers; launch Langchain, Langfuse, Tavily; view endpoints and generate API keys

Dashboard

The main dashboard provides a news feed powered by SearXNG and Ollama:

• Topic-based search -- Browse AI, Technology, Science, Finance, and custom topics. Add or remove topics on the fly; selections persist in localStorage.
• Article detail + AI summary -- Click any card to open a split-view panel. The full article is fetched, summarized by Ollama, and a follow-up chat lets you ask questions.
• Sidebar (visible when no article is selected):
  • Ollama Status -- green/red indicator with the list of loaded models
  • Trending -- keywords extracted from recent news headlines via SearXNG
  • Recent Searches -- last 10 topics you searched, persisted in localStorage

Tech Stack

Layer	Technology
Frontend	Dioxus 0.7 (fullstack + router), Tailwind CSS 4, DaisyUI 5
Backend	Axum, tower-sessions, Dioxus server functions
Database	MongoDB
Auth	Keycloak 26+ (OAuth2 + PKCE, Organizations)
Search	SearXNG (meta-search)
LLM	Ollama (local inference)

Getting Started

Prerequisites

• Rust 1.89+
• Dioxus CLI (dx)
• MongoDB
• Keycloak
• SearXNG (optional)
• Ollama (optional)

Setup

# Clone the repository
git clone https://gitea.meghsakha.com/sharang/certifai.git
cd certifai

# Configure environment
cp .env.example .env
# Edit .env with your Keycloak, MongoDB, and service URLs

# Run the dev server
dx serve

External Services

Service	Purpose	Default URL
Keycloak	Identity provider / SSO	http://localhost:8080
MongoDB	User data and preferences	mongodb://localhost:27017
SearXNG	Meta-search engine for news	http://localhost:8888
Ollama	Local LLM for summarization	http://localhost:11434

Project Structure

src/
  components/   Frontend-only reusable UI components
  infrastructure/   Server-side: auth, config, DB, server functions
  models/       Shared data models (web + server)
  pages/        Full page views composing components + models
assets/         Static assets (CSS, icons, manifest)
styles/         Tailwind/DaisyUI input stylesheet
bin/            Binary entrypoint

Git Workflow

We follow the feature branch workflow. The main branch is the default and protected branch.

• Conventional Commits are required for all commit messages
• We follow SemVer for versioning

CI

CI runs on Gitea Actions with runner tag docker.

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_{Built with Rust, Dioxus, and a commitment to data sovereignty.}