AI Automation Suggester for Home Assistant (Marketplace integration)

Installs: 2.1k sharing analytics
GitHub stars: 805
Connection: Uses the vendor's cloud
Upkeep: Updated in the last 6 months
Version: v1.7.0, October 25, 2026
Category: AI and voice, AI models
Kind: Marketplace integration
Needs: Needs the Marketplace (HACS on 2026.10 and older)
Domain: ai_automation_suggester
Source: github.com/ITSpecialist111/ai_automation_suggester
Issues: Report an issue

Independent directory, made by the developer of Vulpo. Not affiliated with Home Assistant or the Open Home Foundation.

Screenshots From the README of ITSpecialist111/ai_automation_suggester.

About

AI Automation Suggester is an integration that uses language models to suggest Home Assistant automations as YAML. It looks at entities, areas, devices and existing automations, and can connect to cloud providers such as OpenAI, Anthropic, Google and Groq, or to local ones such as LocalAI and Ollama. A custom OpenAI-compatible endpoint is also supported, and each provider has its own model, temperature and token limit settings. Suggestions arrive as persistent notifications and are exposed through sensors, and a history keeps provider, model, review status and generated YAML. Actions can generate suggestions on demand, clear the history, or mark a stored suggestion as accepted, declined or dismissed. Prompts, domain filters, entity limits and randomized entity selection shape what is analyzed, and setup is done in the UI.

Automatic summary of the README and code of ITSpecialist111/ai_automation_suggester. Something wrong, or are you the maintainer and want your own text here? Get in touch

Supports

Uses the vendor's cloud Needs an internet connection and an account with the vendor.
From the Marketplace Installed through the Marketplace, formerly HACS.
Actively maintained Its author released or pushed a change in the last six months.

Provides

Sensors

Setting it up

Install it from the Marketplace and restart Home Assistant, then add it under Settings, Devices and services.

Select AI Provider

AI Provider

Configure OpenAI

OpenAI API Key
OpenAI Model
Temperature
Max Input Tokens
Max Output Tokens

Configure Anthropic

Anthropic API Key
Anthropic Model
Max Input Tokens
Max Output Tokens

Configure Google

Google API Key
Google Model
Temperature
Max Input Tokens
Max Output Tokens

Configure Groq

Groq API Key
Groq Model
Temperature
Max Input Tokens
Max Output Tokens

Configure LocalAI

LocalAI IP Address
LocalAI Port
Use HTTPS for LocalAI
LocalAI Model
Temperature
Max Input Tokens
Max Output Tokens

Configure Ollama

Ollama/Open WebUI Base URL
Ollama/Open WebUI API Key (optional)
Ollama IP Address
Ollama Port
Use HTTPS for Ollama
Ollama Model
Temperature
Disable Think Mode (Ollama)
Max Input Tokens
Max Output Tokens

Configure Custom OpenAI

Custom OpenAI Endpoint
Custom OpenAI API Key (Optional)
Custom OpenAI Model
Temperature
Max Input Tokens
Max Output Tokens

After setup

OpenAI API Key
OpenAI Model
Temperature (OpenAI)
Anthropic API Key
Anthropic Model
Google API Key
Google Model
Temperature (Google)
Groq API Key
Groq Model
Temperature (Groq)
LocalAI IP Address
LocalAI Port
Use HTTPS for LocalAI
LocalAI Model

Texts from the code of ITSpecialist111/ai_automation_suggester.

Actions

Generate SuggestionsManually trigger AI automation suggestions.Fields: Provider Configuration, Custom Prompt, Consider All Entities, Domains, Entity Limit, Read 'automations.yaml' file, Automation Limit, Read 'scripts.yaml' file, Script Limit, Exclude Domains
Clear Suggestion HistoryClear all stored AI automation suggestions.
Update SuggestionUpdate the review status for a stored AI automation suggestion.Fields: Suggestion ID, Status

From the README

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.
Multi-Provider Support: Connect to OpenAI, OpenAI Azure, Anthropic, Google, Groq, LocalAI, Ollama, Mistral, Perplexity, OpenRouter, Requesty, MiniMax, or LiteLLM (100+ backends) with full…
Temperature control for all providers (0.0 - 2.0)
Model selection with provider-specific defaults
Secure API key storage
Custom endpoints for compatible providers
Ollama's Disable Think option sends native think: false and the legacy /no_think prompt hint. Leaving it off preserves the model's default thinking behavior.
Customizable Prompts and Filters: Tailor suggestions using system prompts, domain filters, and entity limits.
Persistent Suggestion History: Retain recent suggestions with provider/model metadata, review status, warnings, and generated YAML.
Review Actions: Mark stored suggestions as accepted, declined, or dismissed through services or the bundled dashboard card.
Randomized Entity Selection: Prevent repetitive suggestions and discover new opportunities.
Context-Rich Insights: Incorporates device and area information for smarter, more relevant ideas.
Persistent Notifications: Receive suggestions directly in your Home Assistant interface.