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Blog: Cognee News

Expanding Custom Graph Models for Reliable Agent Memory & Retrieval
Memory as a Harness: Turning Execution Into Learning
Grounding AI Memory: How Cognee Uses Ontologies to Build Structured Knowledge

Latest

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Cognee NewsNov 19, 2025

Coming to the Edge: Introducing cognee-RS for Private, On-Device AI Memory

Edge AI memory brings private, on-device AI memory to phones, wearables and IoT, for better latency, accuracy and privacy. Book a call to discuss your use case!
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Cognee NewsNov 12, 2025

Unlock Your LLM's Time Awareness: Introducing Temporal Cognification

Temporal cognification brings time-awareness to AI memory, enabling LLMs to understand when events happened, how information evolved, and what context was relevant at any given moment.
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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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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.