HeliosNova

HeliosNova / nova

Public

The personal AI that actually learns from its mistakes. Self-improving, sovereign, zero cloud dependencies.

ai dpo fastapi fine-tuning knowledge-graph
10
2
100% credibility
Found Mar 19, 2026 at 10 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

Nova is a local personal AI assistant that learns permanently from user corrections, supports multiple messaging channels, and runs proactive background monitors entirely on your hardware.

How It Works

1
🔍 Discover Nova

You find Nova on GitHub, a friendly AI that learns from your corrections and runs safely on your own computer.

2
🛠️ Prepare your setup

Install Docker on your computer so Nova can run smoothly in its own safe space.

3
📥 Download and launch

Grab Nova with a simple command and start it up – it prepares everything automatically.

4
🧠 Add smart brains

Download the AI brains (models) once, so Nova can think deeply right away.

5
💬 Start chatting

Open your web browser to chat with Nova – ask questions, correct mistakes, and watch it remember forever.

6
📱 Connect your apps

Link Nova to Discord, Telegram, or others to chat wherever you are.

7
⏰ Set up helpers

Create automatic check-ins like daily news or reminders that Nova handles even when you're away.

🚀 Nova grows smarter

Over time, Nova learns from you, handles tasks proactively, and becomes your perfect personal helper.

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AI-Generated Review

What is nova?

Nova is an actually personal AI assistant in Python that runs locally on your hardware via Docker and Ollama, with zero cloud dependencies. It learns permanently from corrections—fix a wrong answer once, and it stores lessons, updates its knowledge graph, generates fine-tuning data, and even auto-trains via DPO. Access it through a web UI at localhost:5173, REST API, or channels like Discord, Telegram, WhatsApp, plus proactive monitors for news, health checks, and reminders.

Why is it gaining traction?

Unlike github nova launcher, nova player, or laravel nova github admin tools, Nova's hook is true self-improvement: it detects mistakes, quizzes itself on lessons, and fine-tunes without external services. Developers notice the 21 tools (browser automation, code exec, SearXNG search), hybrid retrieval, and MCP server/client for plugging into Cursor or Claude— all secured with injection defenses and access tiers.

Who should use this?

AI hobbyists or indie devs with 20GB+ NVIDIA VRAM wanting a sovereign copilot for daily queries, file ops, web research, or desktop automation. Perfect for those tired of cloud LLMs leaking data, needing Telegram bots for reminders, or building personal knowledge bases without vendor lock-in.

Verdict

Early alpha with 10 stars and 1.0% credibility score limits polish, but 1,443 tests and thorough docs make it playable now. Docker up if you've got the GPU; otherwise, watch for maturity.

(198 words)

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