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50 changes: 29 additions & 21 deletions README.md
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---

<div align="center">

### 🛡️ Introducing [SharpAI Aegis](https://www.sharpai.org) — Desktop App for DeepCamera

**Use DeepCamera's AI skills through a desktop app with LLM-powered setup, agent chat, and smart alerts — connected to your mobile via Discord / Telegram / Slack.**

[SharpAI Aegis](https://www.sharpai.org) is the desktop companion for DeepCamera. It uses LLM to automatically set up your environment, configure camera skills, and manage the full AI pipeline — no manual Docker or CLI required. It also adds an intelligent agent layer: persistent memory, agentic chat with your cameras, AI video generation, voice (TTS), and conversational messaging via Discord / Telegram / Slack.

[**📦 Download SharpAI Aegis →**](https://www.sharpai.org)

</div>

<table>
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<td width="50%">
<p align="center"><b>Run Local VLMs from HuggingFace — Even on Mac Mini 8GB</b></p>
<img src="screenshots/aegis-vlm-browser.png" alt="SharpAI Aegis — Browse and run local VLM models for AI camera video analysis" width="100%">
<p align="center"><em>Download and run SmolVLM2, Qwen-VL, LLaVA, MiniCPM-V locally. Your AI security camera agent sees through these eyes.</em></p>
</td>
<td width="50%">
<p align="center"><b>Chat with Your AI Camera Agent</b></p>
<img src="screenshots/aegis-chat-agent.png" alt="SharpAI Aegis — LLM-powered agentic security camera chat" width="100%">
<p align="center"><em>"Who was at the door?" — Your agent searches footage, reasons about what happened, and answers with timestamps and clips.</em></p>
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</table>

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## 🗺️ Roadmap

- [x] **Skill architecture** — pluggable `SKILL.md` interface for all capabilities
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- 📊 **Find the best VLM for your machine** — benchmark models on your own hardware with HomeSec-Bench
- 💬 **Talk to your guard** — via Telegram, Discord, or Slack. Ask what happened, tell it what to watch for, get AI-reasoned answers with footage.

<div align="center">

[**📦 Download SharpAI Aegis →**](https://www.sharpai.org)

</div>

<table>
<tr>
<td width="50%">
<p align="center"><b>Run Local VLMs from HuggingFace — Even on Mac Mini 8GB</b></p>
<img src="screenshots/aegis-vlm-browser.png" alt="SharpAI Aegis — Browse and run local VLM models for AI camera video analysis" width="100%">
<p align="center"><em>Download and run SmolVLM2, Qwen-VL, LLaVA, MiniCPM-V locally. Your AI security camera agent sees through these eyes.</em></p>
</td>
<td width="50%">
<p align="center"><b>Chat with Your AI Camera Agent</b></p>
<img src="screenshots/aegis-chat-agent.png" alt="SharpAI Aegis — LLM-powered agentic security camera chat" width="100%">
<p align="center"><em>"Who was at the door?" — Your agent searches footage, reasons about what happened, and answers with timestamps and clips.</em></p>
</td>
</tr>
</table>


## 🎯 YOLO 2026 — Real-Time Object Detection

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