Cognee

Cognee is a memory layer designed for AI applications and agents, offering scalable, modular Extract, Cognify, Load (ECL) pipelines to build dynamic agent memory. It focuses on interconnecting and retrieving past conversations, documents, images, and audio transcriptions, reducing hallucinations, development effort, and costs. Cognee allows users to load data into graph and vector databases using Pydantic, manipulate data during ingestion from various sources, and ultimately build more reliable AI agent responses.

Key Features

Use Cases