docs: simplify ecosystem section, fix conversational messaging

- Replace 11-row comparison table with concise co-existence framing
- Change 'smart alert delivery' to 'conversational messaging'
- DeepCamera and SharpAI Aegis presented as natural pairing, not competitors

Author: solderzzc

README.md

@@ -31,7 +31,7 @@
 
 **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 smart alert delivery.
+[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.
 
 [**🌐 Learn more at www.sharpai.org**](https://www.sharpai.org) · [**📦 Download SharpAI Aegis**](https://github.com/SharpAI/DeepCamera/releases/tag/Aegis)
 
@@ -56,19 +56,11 @@
 
 ### 🏗️ The SharpAI Ecosystem
 
-| | **DeepCamera** (This Repo) | **SharpAI Aegis** |
-|---|---|---|
-| **Role** | Open-source AI/ML engine | Desktop AI security agent |
-| **Frontend UI** | No (CLI + Docker) | Full desktop app |
-| **What it does** | Object detection, person REID, model training, feature extraction | LLM-driven setup for DeepCamera, VLM scene understanding, smart alerts, agent chat, unified timeline |
-| **Cameras** | Via Home-Assistant (RTSP, Blink, Nest) | Direct: Ring, Blink, RTSP/ONVIF, webcam, iPhone, Android |
-| **AI Models** | YOLOv7, FastReID, custom training | GPT Vision, local VLMs via llama-server, HuggingFace models |
-| **LLM / VLM** | No | Yes — local + cloud |
-| **Runs on** | Docker on edge devices & desktops | Native desktop app (Mac, Windows, Linux) |
-| **Alerts** | No | Slack, Discord, Telegram |
-| **Installation** | Docker + CLI setup | One-click download |
-
-> **DeepCamera** is the open-source AI engine at the heart of the SharpAI ecosystem. It handles object detection, person re-identification, and custom model training. **SharpAI Aegis** is the desktop companion that uses LLM to set up and orchestrate DeepCamera, adding VLM-powered scene understanding, agentic memory, and smart notifications on top.
+**DeepCamera** (this repo) is the open-source AI engine — object detection, person REID, model training, all running locally via Docker or CLI.
+
+**[SharpAI Aegis](https://www.sharpai.org)** is the desktop app that wraps DeepCamera with a full GUI, conversational agent chat, VLM scene understanding, and messaging via Slack / Discord / Telegram. [Download it here](https://github.com/SharpAI/DeepCamera/releases/tag/Aegis).
+
+> Use DeepCamera standalone via CLI, or pair it with SharpAI Aegis for the full desktop experience.
 
 ### 🗺️ DeepCamera Roadmap