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Introduction

Organise your data and get better responses from AI

Your data is like a haystack. The more you have, the harder it is to use it effectively.
Sending large amounts of data to AI agents can lead to bloat and hallucinations.
Cognee connects data points and establishes ground truths to improve the accuracy of your AI agents and LLMs.
Improve the accuracy of your AI agents with Cognee. Connect the dots, find the needle.

  • Jump on a Quickstart to get cognee running
  • Follow a few Tutorials to try different use cases easily
  • Core Concepts can help you gain a deeper understanding on the inner workings of the system
  • How-to Guides provide you more patterns for advanced usage from technical and functional perspective
  • Use Cases show the business value you can gain from cognee
  • Integrations show you how to use cognee for Python code analysis with your IDE
  • Reference will get you covered with technical details
  • Browse Research if you want to understand the academic background
  • Resources will help you from a beginner, an intermediate and an advanced perspective

Quickstart