The Cognee Blog

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Cognee product & events updates, insights into our AI memory research and practical guides — in your inbox every two weeks.

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Deep DivesMar 17, 2026

Grounding AI Memory: How Cognee Uses Ontologies to Build Structured Knowledge

Learn how ontology-based validation grounds AI memory in structured knowledge graphs. Reduce entity duplication and boost retrieval quality. Try Cognee now.

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Deep DivesMar 13, 2026

Building Self-Improving Skills for Agents

Learn how to build self-improving skills for AI agents with Cognee. Transform static SKILL.md files into evolving components that learn from failure. Try it now.

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IntegrationsMar 10, 2026

ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph

Scrape live web data and build a knowledge graph for AI agents with ScrapeGraphAI + Cognee. Build a memory system that understands your data. Follow the step-by-step guide now.

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TutorialsMar 10, 2026

Structure Your Skills with Cognee

Turn AI agent skills into a knowledge graph with Cognee. Route tasks by meaning, learn from feedback, and improve over time. Start building smarter agents now.

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IntegrationsMar 6, 2026

OpenClaw Agents: 3 Viral Use Case Ideas Powered by Cognee

Discover 3 OpenClaw use case ideas and how Cognee brings deeper memory, connected context, and smarter recall. Explore the next step for AI agents—read now.

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FundamentalsFeb 24, 2026

How Cognee Builds AI Memory

Cognee is a memory engine for AI agents that builds a knowledge graph from data and makes it searchable. It's a simple, yet powerful way to build AI agents that can remember and use information over time.

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Cognee NewsFeb 19, 2026

Cognee Raises $7.5M Seed to Build Memory for AI Agents

Cognee raises $7.5M seed led by Pebblebed to build the open-source memory layer for AI agents—backed by founders of OpenAI and Facebook AI Research.

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IntegrationsFeb 6, 2026

What OpenClaw is and how we give it memory with cognee

Learn how OpenClaw's Markdown memory works, where it falls short, and how a Cognee plugin adds knowledge-graph recall, indexing, and smarter retrieval.

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Deep DivesJan 19, 2026

Context Graphs: Why Agent Memory Needs World Models and Behavioral Validation

Decision traces aren't enough for agent memory. Learn how world models and behavioral validation create AI that predicts outcomes. Build smarter agents.

Latest News

cognee 1.0: The Open-Source Memory Platform for AI Agents
Claude Code's Leak Reveals Anthropic's Obsession with Cognee
Cognee Raises $7.5M Seed to Build Memory for AI Agents

Latest Fundamentals

AI Agent Memory: The Definitive Guide
FundamentalsAugust 7, 2026

AI Agent Memory: The Definitive Guide

What Is RAG? Retrieval-Augmented Generation Explained
What Is GraphRAG? Retrieval-Augmented Generation with Knowledge Graphs Explained

Latest Case studies

Elevating AI-Driven Credit Card Insights: A Tier-1 US Bank's Semantic AI Memory Discovery
Turning PDFs into Evidence-Based Answers: How We Built a Trustworthy Evidence Graph for UWYO
Smart Networks, Smarter Students: How cognee Connected 40,000 German Learners

Latest Deep dives

Coding Agents Don't Need Bigger Context Windows — They Need Better Memory
What Is Agentic RAG? How It Works and When to Use It
cognee on BEAM: SOTA Results Without a Benchmark-Specific Memory System

Latest Tutorials

Why AI Agents Forget and How to Fix Their Memory
Give Claude Code Persistent Memory With cognee
Structure Your Skills with Cognee

Latest Integrations

Cut Cognee's Vector Memory by 8x with Qdrant's TurboQuant
ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph
OpenClaw Agents: 3 Viral Use Case Ideas Powered by Cognee
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