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Cognee NewsOct 7, 2025

🚀 cognee Update: September 2025

Cognee September recap: AI memory upgrades, graph embeddings, new UI, and case studies. Improve context engineering and retrieval—read now and start building.
Vasilije Markovic
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Cognee NewsOct 6, 2025

Multi-Tenant Ready: Introducing Dataset Sharing & Role-Based Access

Enable role-based access control and dataset sharing in cognee to secure multi-tenant data across KĂčzu and LanceDB via SDK or API. Manage AI memory permissions!
Vasilije Markovic
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Cognee NewsOct 1, 2025

Even More Depth & Nuance: Announcing Advanced Weights for Enhanced Reasoning

Build richer AI memory with weighted nodes and edges—enable memory layers and context engineering for recency and importance. Try Cognee for enhanced reasoning.
Vasilije Markovic
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Cognee NewsSep 25, 2025

Beyond Similarity: Introducing Graph-Aware Embeddings for Even Smarter Retrieval

Cognee introduces graph-aware embeddings: graph signals boost semantic search for faster and more precise retrievals in paid plans. Learn more and book a call.
Vasilije Markovic
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Case StudiesSep 23, 2025

Elevating AI-Driven Credit Card Insights: A Tier-1 US Bank's Semantic AI Memory Discovery

Banking Agents meet semantic AI memory to unify credit card rules with ontology supported provenance - boosting accuracy and compliance. Read more, book a call!
Vasilije Markovic
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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!
Vasilije Markovic
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You're in good company

Here's what folks have been saying about Cognee.
Nemanja Bibic
Nemanja Bibic
Head of Data 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.
Mobile Computing Software Products
Marko Lazić
Marko Lazić
CEO at Luccid
Guys helped me to build a custom knowledge base of building codes and regulations that I just had to upload and it all worked. I could easily query the knowledge and update it with new regulations. This has significantly streamlined my workflow and decision-making process.
Software Development
Orr Kowarsky
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.
Software Development
Ferdinand Biere
Ferdinand Biere
CEO at DeepMetis
Cognee's design allowed our team to implement AI memory capabilities on-prem without worrying about graph or vector database configurations and model the data for our business needs. The accuracy of our information retrieval has significantly increased.
IT Services and IT Consulting