5 jobs · 12 apps
Best open source AI tools for smart home
For a smart home, the core of a private AI stack is Frigate for camera object detection, Home Assistant for the assistant and whisper-asr-webservice for voice transcription, all running on your own servers so camera footage and voice can stay on your infrastructure. Each pick was chosen by hand for its job and is shown with GitHub data from October 2026.
Local AI fits the smart home well: camera object detection, a voice assistant and a chat model can all run on a home server, so camera footage and voice never leave the house.
Updated · data from GitHub, refreshed nightly
Top picks
- Rank 1:
Frigate
blakeblackshear/frigate
Monitor your security cameras with locally processed AI.
Video SurveillancePythonDockerAI-nativeFrigate has 36,390 GitHub stars, uses the MIT license, ships a Docker image and had 1,445 commits in the last year; it replaces Ring.
- Rank 2:
Viseron
roflcoopter/viseron
Self-hosted, local-only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home…
Video SurveillancePythonDockerAI-nativeViseron has 3,569 GitHub stars, uses the MIT license, ships a Docker image and had 1,095 commits in the last year; it replaces Ring.
1 of 5 · 2 picks
Local camera AI
- 1
Frigate
Monitor your security cameras with locally processed AI.
Video SurveillanceDockerAI-nativeFrigate has 36,390 GitHub stars, uses the MIT license, ships a Docker image and had 1,445 commits in the last year; it replaces Ring.
- 2
Viseron
Self-hosted, local-only NVR and AI Computer Vision software. With features such as object detection, motion detection, face recognition and more, it gives you the power to keep an eye on your home…
Video SurveillanceDockerAI-nativeViseron has 3,569 GitHub stars, uses the MIT license, ships a Docker image and had 1,095 commits in the last year; it replaces Ring.
2 of 5 · 3 picks
Assistant and automation hub
- 1
Home AssistantFeatured
Home automation platform.
Home Automation & IoTDockerHome Assistant has 91,266 GitHub stars, uses the Apache-2.0 license, ships a Docker image and had 17,497 commits in the last year; it replaces IFTTT and Nest / SmartThings.
- 2
Leon
Personal assistant who can live on your server.
Automation & WorkflowsAI-nativeLeon has 17,555 GitHub stars, uses the MIT license and had 824 commits in the last year.
- 3
Node RED
Browser-based flow editor that helps you wiring hardware devices, APIs and online services to create IoT solutions.
Home Automation & IoTDockerNode RED has 23,716 GitHub stars, uses the Apache-2.0 license, ships a Docker image and had 684 commits in the last year; it replaces Zapier and IFTTT.
3 of 5 · 1 pick
Speech to text
- 1
whisper-asr-webservice
Speech recognition web service built on OpenAI Whisper.
AI & LLM ToolsDockerAI-nativewhisper-asr-webservice has 3,352 GitHub stars, uses the MIT license, ships a Docker image and had 31 commits in the last year.
4 of 5 · 3 picks
Run models on your own hardware
Model runners that serve open-weight LLMs on your own CPU or GPU, with an OpenAI-compatible API the other tools can call.
- 1
Ollama
Get up and running with Llama 3.3, DeepSeek-R1, Phi-4, Gemma 3, and other large language models.
AI & LLM ToolsDockerAI-nativeOllama has 182,289 GitHub stars, uses the MIT license, ships a Docker image and had 1,083 commits in the last year; it replaces ChatGPT.
- 2
LocalAI
Run your AI models locally and generate images and audio (alternative to OpenAI and Claude).
AI & LLM ToolsDockerAI-nativeLocalAI has 49,405 GitHub stars, uses the MIT license, ships a Docker image and had 3,438 commits in the last year; it replaces ChatGPT.
- 3
LLM Harbor
Containerized LLM toolkit. Run LLM backends, APIs, frontends, and additional services via a concise CLI.
AI & LLM ToolsDockerAI-nativeLLM Harbor has 3,237 GitHub stars, uses the Apache-2.0 license, ships a Docker image and had 1,288 commits in the last year.
5 of 5 · 3 picks
Private chat interface
Chat front ends for your team. Point them at a local model and prompts never leave your network.
- 1
Open-WebUI
User-friendly AI Interface, supports Ollama, OpenAI API.
Source-availableAI & LLM ToolsDockerAI-nativeOpen-WebUI has 154,037 GitHub stars, is source-available under the Open WebUI License (BSD-3-Clause plus branding clause) (not an open-source license), ships a Docker image and had 4,746 commits in the last year; it replaces ChatGPT and Lovable.
- 2
LibreChat
Enhanced ChatGPT-compatible AI chat interface supporting multiple AI providers, with multi-user auth, message search, and plugin support.
AI & LLM ToolsDockerAI-nativeLibreChat has 45,318 GitHub stars, uses the MIT license, ships a Docker image and had 2,074 commits in the last year; it replaces ChatGPT and Lovable.
- 3
LobeHub
Modern design AI chat framework supporting multiple AI providers, one click install MCP Marketplace and Artifacts / Thinking.
Source-availableAI & LLM ToolsDockerAI-nativeLobeHub has 83,008 GitHub stars, is source-available under the LobeHub Community License (not an open-source license), ships a Docker image and had 7,488 commits in the last year; it replaces ChatGPT and Lovable.
What are the best open source AI tools for a smart home?
For a smart home, the core of a private AI stack is Frigate for camera object detection, Home Assistant for the assistant and whisper-asr-webservice for voice transcription, all running on your own servers so camera footage and voice can stay on your infrastructure. Each pick was chosen by hand for its job and is shown with GitHub data from October 2026.
Can Frigate detect objects without the cloud?
Yes, Frigate describes itself as monitoring security cameras with locally processed AI. Detection runs on your hardware, and an accelerator such as a Google Coral or a GPU makes it faster.
What hardware do I need to run AI models myself?
Small open models run on a modern CPU with 16 GB of RAM, but a GPU with enough video memory for the model you pick makes answers much faster. Start with a small model in Ollama, measure the speed on your own hardware, then size up.
Is Frigate free?
Yes. Frigate is open-source software released under the MIT license, so you can self-host it at no cost. You only pay for the server it runs on, and some projects also offer an optional paid cloud plan.
Can I run this stack with Docker?
11 of the 12 apps here publish Docker images, including Frigate, Viseron and Home Assistant, so most of the stack can run side by side with Docker Compose on one server. Size the server for the heaviest app and add off-site backups.
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