---
title: README
emoji: 👁
colorFrom: purple
colorTo: yellow
sdk: static
pinned: false
---
We build for developers who need a reliable, production-ready data layer for AI applications and Agents


## What is cognee?

Cognee implements scalable, modular ECL (Extract, Cognify, Load) pipelines that allow you to interconnect and retrieve past conversations, documents, and audio transcriptions while reducing hallucinations, developer effort, and cost.
Try it in a Google Colab  <a href="https://colab.research.google.com/drive/1g-Qnx6l_ecHZi0IOw23rg0qC4TYvEvWZ?usp=sharing">notebook</a>  or have a look at our <a href="https://topoteretes.github.io/cognee">documentation</a>

If you have questions, join our  <a href="https://discord.gg/NQPKmU5CCg">Discord</a> community

### Check it out and give us a ⭐ if you like it: [GitHub](https://github.com/topoteretes/cognee)

Edit this `README.md` markdown file to author your organization card.