> 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="https://2619733076-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FSsk5X0EKo31AkOJkhrJn%2Fuploads%2FL1ovfUpbMT9yXOtFRbDI%2FTT3DJiGW40VmEqyngUVjqTEcsQnh4-E7pLQzap8Y5fW6XjZ4-Eww96PfcXrkp8__0Bl8Cd1oLiJH-4a6wI3WmD9hY_0juA_sSXXreEJL3LaAssrBLc5e6hYwlJwj2yfOF9asb_WHuXnStNlwigWqFlSLo0Y1YE6SB4JUs6mQg0uq98UUOrM0ejy5-iJXOlj5nd7P4sLaDa_466kdCilN.png?alt=media&amp;token=154c3d22-11da-46a1-85c5-74d54964b3c7" alt=""><figcaption></figcaption></figure>