MiniSearch, a minimalist search engine with integrated browser-based AI

In plain words

MiniSearch is a minimalist search engine that combines traditional web search results with browser-based AI analysis. Using Web-LLM and Transformers.js, it runs AI models directly in the browser on desktop and mobile devices without requiring remote connections beyond the initial search query. The AI analyzes search results, summarizes information, and responds to user queries. Designed for developers and privacy-conscious users seeking a self-hosted alternative to conventional AI-integrated search engines, it prioritizes availability and local processing over complex responses.

written from the facts on this page · September 2026

From the sources

MiniSearch lets you quickly search the internet and receive helpful responses from an AI assistant directly in your browser. Just type your question or topic, and the app will find relevant informa...

In the maker’s words, at launch

Hey everyone! I’m excited to announce the release of my last project, MiniSearch. I admire Perplexity.ai, Phind.com, You.com, Bing, Bard and all these search engines integrated with AI chatbots. And as a curious developer, I took the chance and created my own version. Using Web-LLM and Transformers.js to provide…

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  Perplexity Labs2025 · perplexity.ai · ▲638

  We built a search engine interface on top of OpenAI GPT 3.5 and Microsoft Bing that summarizes and cites top search results in response to natural language questions. By using search results, the AI is able to reference recent news and provide citations for specific facts. Our interface offers concise answers, without having to click through links, scroll past irrelevant content, or read ads. No login is required; no personal data is collected. We believe in the power of combining the intuitive UI of web search with the intelligence of large language models. The search engine does indexing…

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  I made a better Perplexity for developers2024 · devv.ai · ▲185

  Hi HN, I am Jiayuan, and I'm here to introduce a tool we've been building over the past few months: Devv (https://devv.ai). In simple terms, it is an AI-powered search engine specifically designed for developers. Now, you might ask, with so many AI search engines already available—Perplexity, You.com, Phind, and several open-source projects—why do we need another one? We all know that Generative Search Engines are built on RAG (Retrieval-Augmented Generation)[1] combined with Large Language Models (LLMs). Most of the products mentioned above use indexes from general search engines…

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  RankAIApr 2026 · rankai.ai · ▲581

  Hey HN, we are building Rankai (https://www.rankai.ai), an AI agent that pushes SEO blogs and code fixes automatically to your site. My teammate previously scaled a product to 4M users via organic traffic and SEO. And we understood the importance of driving SEO traffic for small businesses. But after we talked to a lot of small businesses and startups, we realized that majority are not doing SEO at all. For them, learning and doing SEO weekly is too time-consuming, and no way they'd hire an agency for $4k+. So we tried to automate each step of SEO process in an agentic way using…

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  Lessie AIApr 2026 · lessie.ai · ▲406

  Hi HN! I’m Yanjun, co-founder of Lessie AI. We built Lessie AI as a People Search AI Agent — designed to help you find anyone in seconds: - Influencers for campaigns - Partners for collaborations - Experts for insights - Founders or investors to connect with Instead of spending hours doing LinkedIn / Google searches, Lessie automates the whole workflow: - Understand your request — type what you need, any role or profile - Search across multiple data sources — trying different strategies to find the right people - AI review + scoring — profiles are automatically filtered and ranked so…

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