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Blog: Case Studies

Memory as a Harness: Turning Execution Into Learning
Grounding AI Memory: How Cognee Uses Ontologies to Build Structured Knowledge
Building Self-Improving Skills for Agents

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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.
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Deep DivesJan 10, 2025

cognee & LlamaIndex: Building Powerful GraphRAG Pipelines

Learn to build GraphRAG pipelines with cognee and LlamaIndex, handling structured and unstructured data in LLM workflows for improved accuracy. Try it now!
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FundamentalsJan 7, 2025

LLM Memory: Integration of Cognitive Architectures with AI

Discover what LLM memory is, from memory tuning to short- and long-term memory. Explore use cases for more accurate AI solutions with cognee. Learn more now!
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Deep DivesDec 19, 2024

Build a Knowledge Graph from a Python Repo: A Simple Guide

Build a Python repo knowledge graph with cognee to map dependencies and unlock better coding insights. Simplify AI integration for smarter development workflows.
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Cognee NewsDec 13, 2024

Fundraising in 2024

Discover how fundraising in 2024 in the AI infrastructure space looks like and how we went about securing 1.5m in funding. Join us in our journey growing cognee!
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Deep DivesDec 9, 2024

Memory Fragment Projection: Building a Personalized Knowledge Graph Layer with Cognee

Learn creating personalized knowledge graphs through memory fragment projection. Use cognee's retrieval process and GraphRAG pipelines for better data exploration.
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Deep DivesDec 3, 2024

Improving LLM Accuracy: Graph-Based Retrieval and Chunking Methods

Discover how integrating graph-based retrieval methods and chunking techniques can enhance the relevance and precision of responses generated by LLMs. Try it now!
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FundamentalsNov 23, 2024

Structured vs Unstructured Data - Types, Differences, Examples

Explore the key differences between structured and unstructured data, their applications, and best practices. Learn more about data types in modern analytics.
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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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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.
Cognee Blog - Read about AI infrastructure