The Cognee Blog
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FundamentalsJun 12, 2026
What Is a Knowledge Base? (and Why Most of Them Stop Working)
A knowledge base is a centralized system for storing reusable information — but most fail because of ownership gaps, drift, and no clear sense of what actually belongs in them.
FundamentalsJun 11, 2026
LLM vs Generative AI: Comparing Models, Memory, and Architecture
Generative AI and LLMs are not the same thing. Learn the real difference, why architecture matters more than model size, and what memory and retrieval actually do.
FundamentalsJun 11, 2026
Best Vector Database: Choosing for Search, RAG, and AI Memory
There's no single best vector database — the right choice depends on your retrieval workload, deployment model, and whether you need search, RAG, or full AI memory.
IntegrationsJun 1, 2026
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.
FundamentalsMay 31, 2026
Long Term Memory AI: Why Your Agent Keeps Forgetting
Long term memory AI is more than chat history or larger context windows. Learn what agents should keep, retrieve, update, and forget.
Deep DivesMay 6, 2026
Separate memories for organization, agent and user: Support AI Agent Use-Case
Most support teams don't have a support problem — they have a context problem. Here's how we built a support agent on top of cognee using user, agent, and organization memory.
Deep DivesApr 28, 2026
Memory as a Decorator
Adding memory to agentic workflows used to mean restructuring your stack. One decorator changes that. We ran 198 simulated sales conversations — and the results make a strong case for structured memory.
Deep DivesApr 21, 2026
Cognee's CLI Replaces MCP OAuth in 100 Lines
MCP has real auth built in. CLI doesn't — or so the claim goes. The Claude Code plugin that wraps cognee-cli runs a full register-login-token handshake before the first command fires.
Deep DivesApr 14, 2026
Agents Don't Need Another Protocol. They Need a Good CLI.
Your agent forgets everything between sessions. The fix isn't a bigger context window — it's persistent memory via a CLI. Four commands give your agent cross-session, graph-structured memory.
FundamentalsJun 12, 2026
What Is a Knowledge Base? (and Why Most of Them Stop Working)
A knowledge base is a centralized system for storing reusable information — but most fail because of ownership gaps, drift, and no clear sense of what actually belongs in them.
FundamentalsJun 11, 2026
LLM vs Generative AI: Comparing Models, Memory, and Architecture
Generative AI and LLMs are not the same thing. Learn the real difference, why architecture matters more than model size, and what memory and retrieval actually do.
FundamentalsJun 11, 2026
Best Vector Database: Choosing for Search, RAG, and AI Memory
There's no single best vector database — the right choice depends on your retrieval workload, deployment model, and whether you need search, RAG, or full AI memory.
IntegrationsJun 1, 2026
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.
FundamentalsMay 31, 2026
Long Term Memory AI: Why Your Agent Keeps Forgetting
Long term memory AI is more than chat history or larger context windows. Learn what agents should keep, retrieve, update, and forget.
Deep DivesMay 6, 2026
Separate memories for organization, agent and user: Support AI Agent Use-Case
Most support teams don't have a support problem — they have a context problem. Here's how we built a support agent on top of cognee using user, agent, and organization memory.
Deep DivesApr 28, 2026
Memory as a Decorator
Adding memory to agentic workflows used to mean restructuring your stack. One decorator changes that. We ran 198 simulated sales conversations — and the results make a strong case for structured memory.
Deep DivesApr 21, 2026
Cognee's CLI Replaces MCP OAuth in 100 Lines
MCP has real auth built in. CLI doesn't — or so the claim goes. The Claude Code plugin that wraps cognee-cli runs a full register-login-token handshake before the first command fires.
Deep DivesApr 14, 2026
Agents Don't Need Another Protocol. They Need a Good CLI.
Your agent forgets everything between sessions. The fix isn't a bigger context window — it's persistent memory via a CLI. Four commands give your agent cross-session, graph-structured memory.
Cognee NewsApr 1, 2026
Claude Code's Leak Reveals Anthropic's Obsession with Cognee

Cognee NewsFeb 19, 2026
Cognee Raises $7.5M Seed to Build Memory for AI Agents

Cognee NewsNov 19, 2025
Coming to the Edge: Introducing cognee-RS for Private, On-Device AI Memory

Cognee NewsApr 1, 2026
Claude Code's Leak Reveals Anthropic's Obsession with Cognee

Cognee NewsFeb 19, 2026
Cognee Raises $7.5M Seed to Build Memory for AI Agents

Cognee NewsNov 19, 2025
Coming to the Edge: Introducing cognee-RS for Private, On-Device AI Memory

FundamentalsJun 12, 2026
What Is a Knowledge Base? (and Why Most of Them Stop Working)

FundamentalsJun 11, 2026
LLM vs Generative AI: Comparing Models, Memory, and Architecture

FundamentalsJun 11, 2026
Best Vector Database: Choosing for Search, RAG, and AI Memory

FundamentalsJun 12, 2026
What Is a Knowledge Base? (and Why Most of Them Stop Working)

FundamentalsJun 11, 2026
LLM vs Generative AI: Comparing Models, Memory, and Architecture

FundamentalsJun 11, 2026
Best Vector Database: Choosing for Search, RAG, and AI Memory

Case StudiesSep 23, 2025
Elevating AI-Driven Credit Card Insights: A Tier-1 US Bank's Semantic AI Memory Discovery

Case StudiesSep 16, 2025
Turning PDFs into Evidence-Based Answers: How We Built a Trustworthy Evidence Graph for UWYO

Case StudiesSep 11, 2025
Smart Networks, Smarter Students: How cognee Connected 40,000 German Learners

Case StudiesSep 23, 2025
Elevating AI-Driven Credit Card Insights: A Tier-1 US Bank's Semantic AI Memory Discovery

Case StudiesSep 16, 2025
Turning PDFs into Evidence-Based Answers: How We Built a Trustworthy Evidence Graph for UWYO

Case StudiesSep 11, 2025
Smart Networks, Smarter Students: How cognee Connected 40,000 German Learners

Deep DivesMay 6, 2026
Separate memories for organization, agent and user: Support AI Agent Use-Case

Deep DivesApr 28, 2026
Memory as a Decorator

Deep DivesApr 21, 2026
Cognee's CLI Replaces MCP OAuth in 100 Lines

Deep DivesMay 6, 2026
Separate memories for organization, agent and user: Support AI Agent Use-Case

Deep DivesApr 28, 2026
Memory as a Decorator

Deep DivesApr 21, 2026
Cognee's CLI Replaces MCP OAuth in 100 Lines

TutorialsMar 10, 2026
Structure Your Skills with Cognee

TutorialsDec 12, 2025
Beyond Recall: Building Persistent Memory in AI Agents with Cognee

TutorialsDec 5, 2025
Cut Through the Noise: Build Your Smart News Agent with cognee

TutorialsMar 10, 2026
Structure Your Skills with Cognee

TutorialsDec 12, 2025
Beyond Recall: Building Persistent Memory in AI Agents with Cognee

TutorialsDec 5, 2025
Cut Through the Noise: Build Your Smart News Agent with cognee

IntegrationsJun 1, 2026
Cut Cognee's Vector Memory by 8x with Qdrant's TurboQuant

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

IntegrationsJun 1, 2026
Cut Cognee's Vector Memory by 8x with Qdrant's TurboQuant

IntegrationsMar 10, 2026
ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph

IntegrationsMar 6, 2026