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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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Cognee NewsNov 10, 2025

Scaling Intelligence: Introducing Distributed cognee for Parallel Dataset Processing

Distributed cognee revolutionizes processing large datasets by enabling parallel execution on remote infrastructure, slashing processing times from 8+ hours to ~45 minutes while maintaining high-quality results.
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Cognee NewsNov 7, 2025

Connecting Models to Memory: Introducing cognee MCP for Universal AI Access

Bridge cognee's AI memory and agent frameworks like LangGraph, OpenAI MCP, Anthropic MCP, and others with MCP (Model Context Protocol). Build smarter apps today!
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IntegrationsOct 22, 2025

BAML x cognee: Type-Safe LLMs in Production

Elevate AI memory with cognee + BAML: type-safe LLM outputs powering memory for AI agents in production. Validate schemas, cut errors at scale—start building now!
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IntegrationsOct 15, 2025

LangGraph × cognee: Enhancing Agents with Persistent, Queryable Memory

Build AI agents with LangGraph and cognee: persistent semantic memory across sessions for cleaner context and higher accuracy. See the demo—get started now.
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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.
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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 Kùzu and LanceDB via SDK or API. Manage AI memory permissions!
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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.
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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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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!

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