Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
This custom Home Assistant integration automatically scans your entities, detects new devices, and uses AI (via cloud and local APIs) to suggest tailored automations. It supports multiple AI providers, including OpenAI, Anthropic, Google, Groq, Ollama and more! The integration provides automation suggestions via HASS notifications
| Date | Stars |
|---|---|
| 2026-07-31 | 763 |
| 2026-08-01 | 763 |
| 2026-08-02 | 762 |
| 2026-08-06 | 762 |
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growth rate 0.00%/day
<p align="center"> <a href="https://www.buymeacoffee.com/ITSpecialist" target="_blank"> <img src="https://img.shields.io/badge/Buy me a coffee-Support Dev-yellow?style=for-the-badge&logo=buy-me-a-coffee" alt="Buy Me A Coffee"> </a> </p> # AI Automation Suggester [](https://github.com/ITSpecialist111/ai_automation_suggester/actions/workflows/hassfest.yaml) [](https://github.com/ITSpecialist111/ai_automation_suggester/actions/workflows/validate.yaml) [](https://github.com/ITSpecialist111/ai_automation_suggester/releases/latest) [](https://hacs.xyz/docs/faq/custom_repositories/) An **AI‑powered assistant** for Home Assistant that leverages large language models to understand your unique smart home environment – your entities, areas, devices, **and** existing automations. It proposes intelligent, actionable YAML suggestions tailored to your specific setup, helping you unlock your home's full potential. --- ## ✨ Why does this exist? (Purpose and Problem Statement) As your Home Assistant setup grows, managing its complexity and identifying new opportunities for automation can become challenging. You might find yourself with: * **Too many possibilities:** Every new device adds countless potential interactions. * **Automation "Writer's Block":** Translating a complex idea into functional YAML can be daunting. * **Underutilized Potential:** Many devices sit idle or require manual control because the right automation hasn't been thought of or created. * **Maintenance Overload:** Keeping existing automations relevant as your home evolves is difficult. The result is often an **under-automated house** despite having powerful hardware. ### The Fix – Your Personal Automation Copilot The AI Automation Suggester integration solves these challenges by acting as a personal automation consultant. It intelligently analyzes your Home Assistant instance to: 1. **Analyze your home's state:** Understand your devices, their capabilities, locations, and existing automations. 2. **Identify opportunities:** Spot gaps, synergies, and potential improvements for energy saving, security, comfort, and convenience. 3. **Draft ready-to-paste YAML:** Provide concrete, tailored automation ideas as YAML snippets you can review, tweak, and implement directly. **In essence,** this integration turns the complexity of a large Home Assistant environment into actionable insights and tangible benefits, guiding you toward a more efficient, comfortable, and secure smart home. --- ## 🚀 How It Works (The Solution) The integration follows a simple, effective process: | Step | What happens? | Details | |------|---------------|---------| | **1 · Snapshot** | Collects data about your home. | On manual trigger or schedule, the integration gathers information on your entities (including attributes), devices, areas, **and** existing automations. You can control the scope using filters and limits. | | **2 · Prompt Building** | Structures the data for the AI. | This snapshot is embedded into a detailed system prompt describing your specific Home Assistant setup. You can enhance this with a *custom prompt* to steer suggestions towards specific goals (e.g., "focus on presence lighting"). | | **3 · Provider Call** | Sends the prompt to the AI. | The crafted prompt is sent to your configured AI provider (OpenAI, Azure OpenAI, Anthropic, Google, Groq, LocalAI, Ollama, Mistral, Perplexity, OpenRouter, Requesty, LiteL
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Rui Melo · ViPeR5000
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Mümin Köykıran · Garanti BBVA - DevOps Engineer
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Daniel O'Connor · Australia
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Aarish Alam · ScaledFocus · India
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Thibault Jaigu
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:de56d6aedf581bb4, llm:description: 'custom Home Assistant integration automatically scans your entities... uses AI (via cloud and local APIs) to suggest tailored automations. It supports multiple AI providers... provides automation suggestions via HASS notifications'; topics: ai, automatic-suggestions, automations, home-assistant, suggester
matched fp:de56d6aedf581bb4, llm:description: 'custom Home Assistant integration automatically scans your entities... uses AI (via cloud and local APIs) to suggest tailored automations. It supports multiple AI providers... provides automation suggestions via HASS notifications'; topics: ai, automatic-suggestions, automations, home-assistant, suggester
matched fp:de56d6aedf581bb4, llm:description: 'custom Home Assistant integration automatically scans your entities... uses AI (via cloud and local APIs) to suggest tailored automations. It supports multiple AI providers... provides automation suggestions via HASS notifications'; topics: ai, automatic-suggestions, automations, home-assistant, suggester