# Search AI

- Page: https://shared.btbytes.com/p/search-ai
- Date: 2025-01-27

AI enabled Search. What do we mean by that?

Search engines that deal with embeddings, rerankers, LLMs, web scrapers, classifiers over multilingual and multimodal data.

[Jina.AI](https://jina.ai) is a player in this arena with [many models](https://jina.ai/models); e.g: [Reader-LM-v2](https://jina.ai/models/ReaderLM-v2) to convert Raw HTML to markdown. It is a 1.5B parameter language model that converts raw HTML into markdown or JSON, handling up to 512K tokens combined input/output length with support for 29 languages. Unlike its predecessor that treated HTML-to-markdown as a 'selective-copy' task, v2 approaches it as a translation process, enabling superior handling of complex elements like code fences, nested lists, tables, and LaTeX equations.