MiniSearch
MiniSearch is a machine learning tool developed by Felladrin and hosted on the Hugging Face platform. It aims to enable users to explore a ...
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What is MiniSearch?
MiniSearch is a minimalist web-searching app with an AI assistant that runs directly in your browser. It is designed to help you search the internet and get helpful responses without needing a separate desktop app or heavy setup.
MiniSearch pricing
Pricing model: Free
The Hugging Face Space is available to try online at no cost. The project is open-source, and the website/README emphasize running it locally or self-hosting it with Docker; paid plans are not listed on the page. For AI processing, it can use local browser models by default or be switched to a remote OpenAI-compatible API, which would depend on the third-party provider you configure.
MiniSearch pros
- Runs directly in the browser
- Privacy-focused by design
- No tracking
- No ads
- No data collection
- Works on desktop browsers
- Works on mobile browsers
- Minimalist and intuitive interface
- Integrated AI assistant
- Can be set as a browser search engine
- Supports quick address-bar searches
- Loads and caches models only when needed
- Customizable search result settings
- Customizable text generation settings
- Open-source and inspectable code
- Can use remote OpenAI-compatible APIs
- Can be self-hosted with Docker
- Uses SearXNG for web results
- Supports browser-based local models via WebLLM and Wllama
MiniSearch cons
- Requires browser-based model support
- Local inference may be slower on weaker devices
- Some features depend on model availability
- Remote API mode requires external setup
- OpenAI-compatible mode may need an API key
- Browser caching can consume local storage
- Not a full traditional search engine index
- Interface is intentionally minimal, which may feel limited
- Self-hosting adds Docker and deployment overhead
- Performance depends on the browser and device
- Search quality depends on configured backends
Frequently asked questions about MiniSearch
What is MiniSearch?
MiniSearch is a minimalist web-searching platform with an AI assistant that runs directly in your browser. It combines internet search with AI-generated responses so you can ask questions and explore results in one place.
Does MiniSearch collect user data?
The website describes MiniSearch as privacy-focused, with no tracking, no ads, and no data collection. That makes it appealing for users who want a browser-based search experience without the usual analytics-heavy setup.
Can I use MiniSearch on mobile?
Yes. The project says its models run inside the browser on both desktop and mobile, so the experience is meant to work cross-platform rather than being tied to a desktop-only app.
How does MiniSearch run the AI?
MiniSearch uses browser-based model engines such as WebLLM and Wllama for local inference in the browser. It also offers a remote option where you can point it to an OpenAI-compatible API if you prefer external inference.
Can I use my own API or models?
Yes. The site explains that you can switch the AI Processing Location to a remote server/API, then configure the base URL and optionally an API key and model. That makes it flexible for users who want to connect their own inference backend.
Can MiniSearch be used as a browser search engine?
Yes. The README says you can set MiniSearch as your browser’s address-bar search engine by using a query pattern, which lets you launch searches directly from the URL bar or quick links.
Is MiniSearch open source?
Yes. The project states that the code is available on GitHub for inspection and contribution, so it is transparent and can be self-hosted or modified.
Does MiniSearch support custom settings?
Yes. The website highlights tweakable settings for search results and text generation, so users can adjust how the search and AI response parts behave.
What does MiniSearch use for search results?
MiniSearch uses SearXNG in the backend to fetch results. The project description also notes that its Docker setup includes a SearXNG instance, which the app uses to gather search results from enabled engines.
Is MiniSearch only for advanced users?
No. The site describes it as easy to use and minimalist, so it is intended for a broad audience. At the same time, it also offers deeper customization and self-hosting for users who want more control.