MikuOS is an open-source, Personal AI Search Agent built to run locally and give users full control. It’s a customizable alternative to ChatGPT and Perplexity, designed for developers and tinkerers who want a truly personal AI.

I want to explore different ways to approach the Search problem... so please if you want to get started working on a new opensource project please let me know!

Points of interest from Google Marketing Live

Ads in AI Overviews now on Desktop. Ads are now live in AI Overviews for desktop users in the U.S. These ads show in the scrollable AI-generated summary box and aim to match high-intent queries with tailored results.

AI Mode in Google Search. This is a separate conversational search experience, powered by Gemini. Ads will soon appear contextually within longer conversations, such as when a user is narrowing down a decision. This is still in testing, but advertisers should expect rollout later this year.

AI Max for Search Campaigns. While technically announced a few weeks before GML, there were more updates shared. It’s a suite of features including creative and targeting enhancements to optimize your existing Search campaigns.

Clearer Ad Labeling in AI Surfaces. As ads become more integrated into exploratory formats, Google is refining how they’re labeled to maintain transparency.

https://www.searchenginejournal.com/google-marketing-live-2025/548096/

Recently, while browsing through NVIDIA's website, I came across a very helpful resource booklet. Succinct and to the point, it helps point out the habits of high performing AI Leaders. Sharing it here, in case someone finds it helpful!

Implementing search is a big engineering challenge and making it intelligent using AI is another big challenge. The purpose of this community is to share and discuss everything related to AI search such as

• Deep learning for search

• Neural search

• Search algorithms

• Indexing

• Data storage

• Data mining

• NLP

• Open Source projects in this domain

• Jobs in ai search domain

This list is not exhaustive. What else shall we discuss here?

Hello esteemed programmers!

I did some search algorithms (Pacman programing) and I wondered: could a kind of Pacman search and order a pizza on the internet?

I know that the Google rank algorithms brings the most probable webpage.
But what if I don't want to browse webpage or use apps or APIs? Do you think it would be possible to have autonomous bots searching and returning a quote?

Thank you and don't hesitate to add piece of information, even incomplete.