> For the complete documentation index, see [llms.txt](https://yonda.gitbook.io/docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://yonda.gitbook.io/docs/technology/knowledgeos.md).

# KnowledgeOS

## What is it?

An intelligent knowledge management system embedded in Yonda. It allows users to:

* Store and structure information.
* Search semantically (not keyword-based).
* Link tasks, documents, and ideas.

## Features:

* **Semantic Search**: Contextual understanding.
* **Automatic Classification**: Group documents.
* **AI Integration**: Generate answers from knowledge.

## Technologies:

* **FAISS** / **Pinecone** — Vector databases.
* **BERT** / **Sentence Transformers** — Semantic encoding.

<figure><img src="/files/xtMJlmsXohpvHLGwr9fZ" alt=""><figcaption></figcaption></figure>
