The Cognee Blog

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Cognee product & events updates, insights into our AI memory research and practical guides — in your inbox every two weeks.

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Cognee NewsNov 18, 2024

Big News: cognee raises $1.5 million to transform AI data management!

We're excited to announce that cognee has raised $1.5 million in funding! 🎉 Our mission is to make AI data management simpler, cost-effective, and scalable for you.

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Case StudiesNov 8, 2024

cognee - Case study with Dynamo.fyi

Instead of developing in isolation, we choose collaborating with partners to build a foundation of practical examples, Find out how we reached 75% answer relevancy.

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Deep DivesAug 1, 2024

Going beyond Langchain + Weaviate: Level 4 towards production

For a robust RAG model, we use memory and integrate with keepi.ai. Learn human-inspired cognitive processes and data management with a focus on graph databases!

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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.

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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!

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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.

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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.

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

Latest Fundamentals

AI Agent Memory: The Definitive Guide
FundamentalsAugust 7, 2026

AI Agent Memory: The Definitive Guide

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

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

Latest Deep dives

Coding Agents Don't Need Bigger Context Windows — They Need Better Memory
What Is Agentic RAG? How It Works and When to Use It
cognee on BEAM: SOTA Results Without a Benchmark-Specific Memory System

Latest Tutorials

Why AI Agents Forget and How to Fix Their Memory
Give Claude Code Persistent Memory With cognee
Structure Your Skills 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
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