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Grounding AI Memory: How Cognee Uses Ontologies to Build Structured Knowledge
Building Self-Improving Skills for Agents
ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph

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FundamentalsMay 14, 2025

Graph Databases Explained: A Better Way to Represent Connections

Discover how graph databases like Neo4j build knowledge graphs, fight fraud & boost recommendations. Master nodes & edges with cognee and supercharge your data!
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Deep DivesApr 24, 2025

The LLM JSON Problem: From Recipe Apps to Automated Graphs

Discover how cognee's Dreamify framework solves LLM JSON problems. Get optimized, automated AI-generated knowledge graphs and boost your AI accuracy now!
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Deep DivesApr 15, 2025

AI Memory Tools - Evaluation

Solve the AI memory problem to boost your LLM's context retention. Explore our benchmarks of Mem0, Zep/Graphiti, and Cognee. Contact us for better results!
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Cognee NewsApr 3, 2025

🚀 cognee Update: March 2025

Ontology, effortless relational database imports, hyperparameter tuning, major performance boosts... Enhance LLM grounding and AI graph capabilities with cognee!
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FundamentalsMar 24, 2025

What Do Most People Get Wrong About Knowledge Graphs?

Explore top knowledge graph mistakes and how to fix them. Learn about semantic relationships, graph enrichment, and AI memory. Begin your smarter data journey!
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Deep DivesMar 7, 2025

Knowledge Graph Query Answering (KGQA) with Cognee

Learn how Knowledge Graph question answering, Retrieval-Augmented Generation, and AI anomaly detection drive AI-powered search & personalized recommendations.
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Deep DivesMar 6, 2025

Enhancing Knowledge Graphs with Ontology Integration

Discover how integrating formal ontologies with knowledge graphs dramatically improves information retrieval, semantic understanding, and query capabilities.
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Deep DivesMar 5, 2025

From APIs and Relational Data to Knowledge Graphs

Build Knowledge Graphs with cognee by running efficient data pipelines, and turning API data into interconnected semantic graphs. Boost your data insights today!
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Deep DivesMar 3, 2025

CrewAI Memory with Cognee

Learn how to give CrewAI agents memory using cognee for context-aware AI applications. Discover our example research agent implementation and build your solutions.
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Latest Integrations

ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph
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.
OpenClaw Agents: 3 Viral Use Case Ideas Powered by Cognee
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.
What OpenClaw is and how we give it memory with cognee
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.
Cognee is the fastest way to start building reliable Al agent memory.
Cognee Blog - Read about AI infrastructure