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cognee 1.0: The Open-Source Memory Platform for AI Agents

cognee on BEAM: SOTA Results Without a Benchmark-Specific Memory System

Just Postgres: Drop the Graph Database. Keep the Graph.

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All posts News Fundamentals Case studies Deep dives Tutorials Integrations

Latest

All posts News Fundamentals Case studies Deep dives Tutorials Integrations

Deep DivesAug 1, 2024

Going beyond Langchain + Weaviate: Level 3 towards production

Learn adjusting parameters like document quantity and chunk size to enhance RAG. Explore challenge like reliably linking memories and organizing memory elements.

Deep DivesAug 1, 2024

Going beyond Langchain + Weaviate: Level 2 towards Production

Level 2 AI integrates Memory Layer, FastAPI, Langchain & Weaviate. Our POC enables PDF uploads, translations & smart data retrieval. Try it with us now!

Deep DivesAug 1, 2024

Going beyond Langchain + Weaviate and towards a production ready modern data platform

In 2023, 7,000 AI projects launched, fueled by model advances and collaboration. Yet, many remain basic, highlighting the need for a unified LLM platform.

Cognee News

Exploring AI Memory on the AI Engineering Podcast

Learn about differences between episodic and semantic memory systems, real-world use cases, challenges. In the AI Engineering Podcast, explore cognee's AI memory.

1...10 11 12 13

Deep DivesAug 1, 2024

Going beyond Langchain + Weaviate: Level 3 towards production

Learn adjusting parameters like document quantity and chunk size to enhance RAG. Explore challenge like reliably linking memories and organizing memory elements.

Deep DivesAug 1, 2024

Going beyond Langchain + Weaviate: Level 2 towards Production

Level 2 AI integrates Memory Layer, FastAPI, Langchain & Weaviate. Our POC enables PDF uploads, translations & smart data retrieval. Try it with us now!

Deep DivesAug 1, 2024

Going beyond Langchain + Weaviate and towards a production ready modern data platform

In 2023, 7,000 AI projects launched, fueled by model advances and collaboration. Yet, many remain basic, highlighting the need for a unified LLM platform.

Cognee News

Exploring AI Memory on the AI Engineering Podcast

Learn about differences between episodic and semantic memory systems, real-world use cases, challenges. In the AI Engineering Podcast, explore cognee's AI memory.

1...10 11 12 13

Cognee NewsJun 26, 2026

cognee 1.0: The Open-Source Memory Platform for AI Agents

cognee 1.0 is the first open-source memory platform built around a memory-native API — remember, recall, improve, forget — with full data ownership and deployment flexibility from managed cloud to edge.

Cognee NewsApr 1, 2026

Claude Code's Leak Reveals Anthropic's Obsession with Cognee

Anthropic accidentally exposed 500,000 lines of internal source code. Buried inside: engineers studying Cognee's memory architecture and wondering if they should just adopt it.

Cognee NewsFeb 19, 2026

Cognee Raises $7.5M Seed to Build Memory for AI Agents

Cognee raises $7.5M seed led by Pebblebed to build the open-source memory layer for AI agents—backed by founders of OpenAI and Facebook AI Research.

Cognee NewsJun 26, 2026

cognee 1.0: The Open-Source Memory Platform for AI Agents

Cognee NewsApr 1, 2026

Claude Code's Leak Reveals Anthropic's Obsession with Cognee

Anthropic accidentally exposed 500,000 lines of internal source code. Buried inside: engineers studying Cognee's memory architecture and wondering if they should just adopt it.

Cognee NewsFeb 19, 2026

Cognee Raises $7.5M Seed to Build Memory for AI Agents

Cognee raises $7.5M seed led by Pebblebed to build the open-source memory layer for AI agents—backed by founders of OpenAI and Facebook AI Research.

Latest Fundamentals

FundamentalsJul 2, 2026

What Is RAG? Retrieval-Augmented Generation Explained

RAG pairs retrieval with generation so an LLM can answer from external knowledge instead of just its training data. Learn how RAG works, what it solves, and where chunk-based retrieval starts to hit its limits.

FundamentalsJul 4, 2026

What Is GraphRAG? Retrieval-Augmented Generation with Knowledge Graphs Explained

GraphRAG adds a knowledge graph to the RAG pipeline so retrieval can follow relationships instead of returning isolated chunks. Learn how the pipeline works, when to use local vs global search, and where GraphRAG earns its complexity over standard RAG.

FundamentalsJun 29, 2026

LLM Hallucinations: What They Are & How to Detect Them

LLM hallucinations are fluent, confident-sounding answers that are false or unsupported by any source. Learn what causes them and the detection methods — groundedness checks, self-consistency, LLM judges — that catch them before users act on them.

FundamentalsJul 2, 2026

What Is RAG? Retrieval-Augmented Generation Explained

FundamentalsJul 4, 2026

What Is GraphRAG? Retrieval-Augmented Generation with Knowledge Graphs Explained

FundamentalsJun 29, 2026

LLM Hallucinations: What They Are & How to Detect Them

Latest Case studies

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!

Case StudiesSep 16, 2025

Turning PDFs into Evidence-Based Answers: How We Built a Trustworthy Evidence Graph for UWYO

Turn scattered research into trusted context for Special Education Agent with cognee, delivering evidence with citations. Book a demo and power your domain Agent!

Case StudiesSep 11, 2025

Smart Networks, Smarter Students: How cognee Connected 40,000 German Learners

AI memory case study: Knowunity used AI in education and cognee's knowledge graph tech to connect 40,000 learners by proximity and needs—see results. Read now.

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!

Case StudiesSep 16, 2025

Turning PDFs into Evidence-Based Answers: How We Built a Trustworthy Evidence Graph for UWYO

Turn scattered research into trusted context for Special Education Agent with cognee, delivering evidence with citations. Book a demo and power your domain Agent!

Case StudiesSep 11, 2025

Smart Networks, Smarter Students: How cognee Connected 40,000 German Learners

AI memory case study: Knowunity used AI in education and cognee's knowledge graph tech to connect 40,000 learners by proximity and needs—see results. Read now.

Latest Deep dives

Deep DivesJun 26, 2026

cognee on BEAM: SOTA Results Without a Benchmark-Specific Memory System

cognee beat SOTA on BEAM's 100k-token setting by 6.5% and matched SOTA at 10M tokens using only default open-source features — no custom benchmark-specific architecture.

Deep DivesJun 26, 2026

Just Postgres: Drop the Graph Database. Keep the Graph.

cognee 1.0 runs the full agent memory layer — graph, vectors, sessions, and metadata — on a single Postgres instance, eliminating the need for separate graph database, vector store, and Redis deployments.

Deep DivesJun 26, 2026

Technical Note: Understanding the Token Cost of Persistent AI Memory

Persistent memory trades an upfront ingestion cost for cheaper queries. We measure where the tokens go in cognee, model the trade-off, and find break-even at roughly 23–26 repeated queries — after which the gap keeps widening.

Deep DivesJun 26, 2026

cognee on BEAM: SOTA Results Without a Benchmark-Specific Memory System

cognee beat SOTA on BEAM's 100k-token setting by 6.5% and matched SOTA at 10M tokens using only default open-source features — no custom benchmark-specific architecture.

Deep DivesJun 26, 2026

Just Postgres: Drop the Graph Database. Keep the Graph.

Deep DivesJun 26, 2026

Technical Note: Understanding the Token Cost of Persistent AI Memory

Latest Tutorials

TutorialsMar 10, 2026

Structure Your Skills with Cognee

Turn AI agent skills into a knowledge graph with Cognee. Route tasks by meaning, learn from feedback, and improve over time. Start building smarter agents now.

TutorialsDec 12, 2025

Beyond Recall: Building Persistent Memory in AI Agents with Cognee

Learn how Cognee enables long-term memory in AI agents using knowledge graphs, vector search, and feedback-driven optimization compared to stateless RAG.

TutorialsDec 5, 2025

Cut Through the Noise: Build Your Smart News Agent with cognee

Build your own AI news agent and smart news aggregator with cognee. Scrape Reddit and RSS, summarize events into a knowledge graph and stay ah ead—try it now!

TutorialsMar 10, 2026

Structure Your Skills with Cognee

Turn AI agent skills into a knowledge graph with Cognee. Route tasks by meaning, learn from feedback, and improve over time. Start building smarter agents now.

TutorialsDec 12, 2025

Beyond Recall: Building Persistent Memory in AI Agents with Cognee

Learn how Cognee enables long-term memory in AI agents using knowledge graphs, vector search, and feedback-driven optimization compared to stateless RAG.

TutorialsDec 5, 2025

Cut Through the Noise: Build Your Smart News Agent with cognee

Build your own AI news agent and smart news aggregator with cognee. Scrape Reddit and RSS, summarize events into a knowledge graph and stay ah ead—try it now!

Latest Integrations

Cut Cognee's Vector Memory by 8x with Qdrant's TurboQuant

IntegrationsJun 1, 2026

Cognee is the fastest way to start building reliable Al agent memory.

Cognee Cloud

The Cognee Blog

cognee 1.0: The Open-Source Memory Platform for AI Agents

cognee on BEAM: SOTA Results Without a Benchmark-Specific Memory System

Just Postgres: Drop the Graph Database. Keep the Graph.

Latest

Latest

Going beyond Langchain + Weaviate: Level 3 towards production

Going beyond Langchain + Weaviate: Level 2 towards Production

Going beyond Langchain + Weaviate and towards a production ready modern data platform

Exploring AI Memory on the AI Engineering Podcast

Going beyond Langchain + Weaviate: Level 3 towards production

Going beyond Langchain + Weaviate: Level 2 towards Production

Going beyond Langchain + Weaviate and towards a production ready modern data platform

Exploring AI Memory on the AI Engineering Podcast

Latest News

cognee 1.0: The Open-Source Memory Platform for AI Agents

Claude Code's Leak Reveals Anthropic's Obsession with Cognee

Cognee Raises $7.5M Seed to Build Memory for AI Agents

cognee 1.0: The Open-Source Memory Platform for AI Agents

Claude Code's Leak Reveals Anthropic's Obsession with Cognee

Cognee Raises $7.5M Seed to Build Memory for AI Agents

Latest Fundamentals

What Is RAG? Retrieval-Augmented Generation Explained

What Is GraphRAG? Retrieval-Augmented Generation with Knowledge Graphs Explained

LLM Hallucinations: What They Are & How to Detect Them

What Is RAG? Retrieval-Augmented Generation Explained

What Is GraphRAG? Retrieval-Augmented Generation with Knowledge Graphs Explained

LLM Hallucinations: What They Are & How to Detect Them

Latest Case studies

Elevating AI-Driven Credit Card Insights: A Tier-1 US Bank's Semantic AI Memory Discovery

Turning PDFs into Evidence-Based Answers: How We Built a Trustworthy Evidence Graph for UWYO

Smart Networks, Smarter Students: How cognee Connected 40,000 German Learners

Elevating AI-Driven Credit Card Insights: A Tier-1 US Bank's Semantic AI Memory Discovery

Turning PDFs into Evidence-Based Answers: How We Built a Trustworthy Evidence Graph for UWYO

Smart Networks, Smarter Students: How cognee Connected 40,000 German Learners

Latest Deep dives

cognee on BEAM: SOTA Results Without a Benchmark-Specific Memory System

Just Postgres: Drop the Graph Database. Keep the Graph.

Technical Note: Understanding the Token Cost of Persistent AI Memory

cognee on BEAM: SOTA Results Without a Benchmark-Specific Memory System

Just Postgres: Drop the Graph Database. Keep the Graph.

Technical Note: Understanding the Token Cost of Persistent AI Memory

Latest Tutorials

Structure Your Skills with Cognee

Beyond Recall: Building Persistent Memory in AI Agents with Cognee

Cut Through the Noise: Build Your Smart News Agent with cognee

Structure Your Skills with Cognee

Beyond Recall: Building Persistent Memory in AI Agents with Cognee

Cut Through the Noise: Build Your Smart News Agent with cognee

Latest Integrations

Cut Cognee's Vector Memory by 8x with Qdrant's TurboQuant

ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph

OpenClaw Agents: 3 Viral Use Case Ideas Powered by Cognee

Cut Cognee's Vector Memory by 8x with Qdrant's TurboQuant

ScrapeGraphAI + Cognee: Turn Live Web Data Into a Knowledge Graph

OpenClaw Agents: 3 Viral Use Case Ideas Powered by Cognee

Cognee is the fastest way to start building reliable Al agent memory.