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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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Case StudiesSep 16, 2025

Turning PDFs into Evidence-Based Answers: How We Built a Trustworthy Evidence Graph for UWYO

Turn scattered research into trusted context for Special Education Agent with cognee, delivering evidence with citations. Book a demo and power your domain Agent!
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FundamentalsSep 15, 2025

Vectors + Graphs in Practice: Field Notes from the cognee Backend

Pair a vector database for semantic recall with a graph database for explainable paths and provenance in GraphRAG pipelines. See trade-offs and tips - read now.
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Cognee NewsSep 12, 2025

Announcing the new cognee UI: Local & Cloud Notebooks, Graph Explorer

Simplify AI memory with cognee UI—notebooks, local + cloud sync, Graph Explorer, works with your databases. Deploy in seconds and start building smarter today!
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Case StudiesSep 11, 2025

Smart Networks, Smarter Students: How cognee Connected 40,000 German Learners

AI memory case study: Knowunity used AI in education and cognee's knowledge graph tech to connect 40,000 learners by proximity and needs—see results. Read now.
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Cognee NewsSep 10, 2025

Announcing Auto-Optimization: Self-Tuning AI Memory from Real User Feedback

AI memory gets smarter with real user feedback; auto-optimizing knowledge graphs boost search relevance and reduce manual tuning. See how it works and try it now!
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Cognee NewsSep 9, 2025

The Future of Post-Processing for Knowledge Graphs - Meet Memify

Memify is a modular pipeline that keeps your knowledge graph evolving and speeds vector database updates for relevance and speed. Explore docs, join the beta now!
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Cognee NewsSep 3, 2025

🚀 cognee Update: August 2025

cognee August updates: Amazon Neptune integration, n8n for Cognee Cloud, community adapters, time-aware and self-improving graph, graph embeddings, and more!
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FundamentalsAug 20, 2025

AI Memory in 5 Scenes — From Generic GPT to GraphRAG Greatness

Explore how AI memory evolves from base LLM to Graph-aware RAG using Cognee’s open-source memory engine. Learn the transformation—read now on cognee!
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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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Cognee is the fastest way to start building reliable Al agent memory.
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