Blog: Case Studies
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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.
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.
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!
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!
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.
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.
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!
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.
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.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.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.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!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!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.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.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!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.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.
IntegrationsMar 10, 2026
ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph
IntegrationsMar 6, 2026
OpenClaw Agents: 3 Viral Use Case Ideas Powered by Cognee
IntegrationsFeb 6, 2026