Cognee News

Discover the latest updates and stories from cognee, including company milestones, industry insights, podcast appearances, and breakthroughs shaping the future of AI and data management.

What Is a Knowledge Base? (and Why Most of Them Stop Working)

What Is a Knowledge Base? (and Why Most of Them Stop Working)

LLM vs Generative AI: Comparing Models, Memory, and Architecture

LLM vs Generative AI: Comparing Models, Memory, and Architecture

Best Vector Database: Choosing for Search, RAG, and AI Memory

Best Vector Database: Choosing for Search, RAG, and AI Memory

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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.
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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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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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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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Cognee NewsJul 7, 2025

🚀 cognee Update: June 2025

Explore cognee's June releases: Community vs Core split, Qdrant vector search integration, secure AI memory permissions, and SaaS beta waitlist. Join now!
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Cognee NewsJun 3, 2025

🚀 cognee Update: May 2025

Explore cognee's May 2025 updates with an agentic AI memory demo, academic paper, stability boosts, new UI, refreshed docs and more — try the features today!
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Latest Integrations

Cut Cognee's Vector Memory by 8x with Qdrant's TurboQuant
Use Qdrant TurboQuant in cognee with one env var to shrink stored vectors by about 8x without retraining, codebooks, or per-dataset tuning.
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.
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