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Blog: Case Studies

Memory as a Harness: Turning Execution Into Learning
Grounding AI Memory: How Cognee Uses Ontologies to Build Structured Knowledge
Building Self-Improving Skills for Agents

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FundamentalsAug 20, 2025

Connecting the Dots: How cognee Links Concepts & Documents

Learn how graph-based AI memory links concepts for smarter retrieval in Cognee. Watch our demo and start building AI that truly remembers and connects ideas.
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Deep DivesAug 15, 2025

Build graph-native RAG with cognee and Amazon Neptune Analytics

Learn how to build production-ready graph-native RAG systems using cognee and Amazon Neptune Analytics. Store embeddings on graph nodes and query with openCypher for semantic recall and multi-hop traversal in a single managed service.
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IntegrationsAug 15, 2025

Amazon Neptune now integrates with Cognee for graph-native memory in GenAI Applications

Discover more about what's new at AWS with Amazon Neptune now integrates with Cognee for graph-native memory in GenAI Applications.
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Deep DivesAug 15, 2025

Pluggable Observability for Semantic Workflows: cognee Ă— Keywords AI

Implement span-level LLM observability in semantic workflows using cognee + Keywords AI. Trace every step, debug faster, and optimize pipelines today.
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Cognee NewsAug 13, 2025

🚀 cognee Update: July 2025

cognee July updates: Launched Cognee Cloud, distributed processing, enhanced authentication, improved stability, case studies across construction, education, more!
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Cognee NewsAug 11, 2025

cognee Graduates from GitHub Secure Open Source Program

AI security meets open source AI memory as cognee graduates GitHub Secure Open Source, proving enterprise grade practices for AI memory. Join us—try cognee today!
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Deep DivesAug 8, 2025

AI Memory Meets Real-World Testing: Rethinking Traditional QA Benchmarks

See how cognee performs against LightRAG, Graphiti (Zep), and Mem0 in AI memory benchmarks. Explore detailed comparisons, evaluation metrics, and try yourself!
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IntegrationsAug 08, 2025

DuckDB Ă— cognee: Run SQL Analytics Right Beside Your Graph-Native RAG - MotherDuck Blog

SQL analytics and graph-native retrieval together, eliminating the trade-off between fast analytics and one-off RAG retrievals.
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FundamentalsAug 8, 2025

OpenAI’s GPT‑5 has arrived – What does it mean for AI memory?

GPT-5 is here, bringing major advances in AI memory and context engineering. Explore confirmed features, real-world limits, and what it means for workflows.
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Latest Integrations

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
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
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