Knowledge engine that learns

AI Agents that adapt and learn from your feedback

OpenclawHermesSkills ManagementClaude Code Agent

Custom ontologies Custom data model Permissions control Documentation

cognee 16,966

SDK runs today: 80,984

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What Can You Build with Cognee?

Vertical AI AgentsUnify Data SilosLocal Agent Memory

Domain-smart copilots that learn & adaptSits behind your agent as the retrieval and reasoning core.Replaces custom knowledge graphs and vector stores with one platform.Learns from feedback, updates concepts and synonyms, and executes multi-step tasks with explanations.

Cognee turns your data into a living knowledge graph

Learns from feedback, and auto-tunes itself to deliver better answers over time.

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Self-Improvement

Data Warehouse▲

Data Ingestion38+ data types

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Agentic frame-works+12 native integrations

Cognee memory engine

Context curation

Personalization

Tool management

Ontology mapper

Custom data model

Agentic isolation

Memory management

Session management

Trusted in production

From regulated industries to startup stacks, Cognee is deployed in production and delivering value now.

Case studies

You're in good company

Testimonials from Cognee's power users.

Gregor Weber

VP & Co-Founder at Knowunity

We tried understanding the proximity and relationships of our users before, but SQLs got out of hand and embeddings were too sparse. With cognee, we managed to get a POC done in 2 days on 40 000 students from Bremen.

Orr Kowarsky

CEO at Dynamo

Cognee helped us enrich the data for thousands of our customers and provide them with personalized support better suited to their needs. The cognee team built and deployed the entire solution within a month.