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+### π‘οΈ Introducing [SharpAI Aegis](https://www.sharpai.org) β Desktop App for DeepCamera
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+**Use DeepCamera's AI skills through a desktop app with LLM-powered setup, agent chat, and smart alerts β connected to your mobile via Discord / Telegram / Slack.**
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+[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 β 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.
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+[**π¦ Download SharpAI Aegis β**](https://www.sharpai.org)
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+ Run Local VLMs from HuggingFace β Even on Mac Mini 8GB
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+Download and run SmolVLM2, Qwen-VL, LLaVA, MiniCPM-V locally. Your AI security camera agent sees through these eyes.
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+ Chat with Your AI Camera Agent
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+"Who was at the door?" β Your agent searches footage, reasons about what happened, and answers with timestamps and clips.
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## πΊοΈ Roadmap
- [x] **Skill architecture** β pluggable `SKILL.md` interface for all capabilities
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- π **Find the best VLM for your machine** β benchmark models on your own hardware with HomeSec-Bench
- π¬ **Talk to your guard** β via Telegram, Discord, or Slack. Ask what happened, tell it what to watch for, get AI-reasoned answers with footage.
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-[**π¦ Download SharpAI Aegis β**](https://www.sharpai.org)
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- Run Local VLMs from HuggingFace β Even on Mac Mini 8GB
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-Download and run SmolVLM2, Qwen-VL, LLaVA, MiniCPM-V locally. Your AI security camera agent sees through these eyes.
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- Chat with Your AI Camera Agent
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-"Who was at the door?" β Your agent searches footage, reasons about what happened, and answers with timestamps and clips.
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## π― YOLO 2026 β Real-Time Object Detection