Memgraph Media
From Silos To Synergy: Changing How To Partner With Frontline Workers
NASA has been piloting AI to improve collaboration across the agency by combining ChatGPT-style interfaces with knowledge graphs and Memgraph’s GraphRAG techniques, making it easier for frontline teams to find context-aware information on people, skills, and projects.
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Going Green Doesn’t Mean Going Cloud-Free
Memgraph founder Dominik Tomicevic explains why greener software depends on smarter architecture, efficient data modeling, and not simply avoiding the cloud.
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What’s Wrong (And Right) With AI Coding Agents
Discover the risks of AI coding agents and why better architecture, quality, and system visibility matters more than faster code output.
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Memgraph’s Atomic GraphRAG Speeds Up the Use of Graph-Based RAG Across Multiple Data Sources
Learn how Memgraph’s newly introduced Atomic GraphRAG speeds up GraphRAG development, combines multiple data sources, and improves accuracy for enterprise AI workflows.
Read moreDon’t Get Too Loose With Your Use of Mcp
Discover why safe MCP adoption requires context, guardrails, and GraphRAG to reduce tool misuse, hallucinations, and security risks in enterprise AI.
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Why Context Is Now King in Enterprise AI
Learn why context engineering is becoming essential for enterprise AI and how GraphRAG helps LLMs deliver accurate, relevant, and compliant business insights.
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Beyond the Prompts: Why Context Engineering Is the Next Frontier for Enterprise AI
Prompt engineering isn’t enough for enterprise AI. This article explains why context engineering, powered by GraphRAG and knowledge graphs, is key to building reliable, real-world AI systems.
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GraphRAG Won’t Be Democratized Until Data Migration Stops Feeling Like Climbing Everest
Why hasn’t GraphRAG gone mainstream yet? Marko Budiselić, Memgraph's CTO argues that difficult, time-consuming data migration, not the technology itself, is the real blocker.
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Memgraph Creates Toolkit for Non-Graph Users to Jumpstart the Journey to Full GraphRAG AI Capability
Memgraph, a leader in open-source in-memory graph databases purpose-built for dynamic, real-time enterprise applications, is releasing two new tools specifically architected to open up the power of Retrieval-Augmented Generation based on graph technology (GraphRAG), to the entire database market, democratizing GraphRAG access.
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Tool overload: Manage LLM access to external tools
Memgraph, a leader in open-source in-memory graph databases purpose-built for dynamic, real-time enterprise applications, is releasing two new tools specifically architected to open up the power of Retrieval-Augmented Generation based on graph technology (GraphRAG), to the entire database market, democratizing GraphRAG access.
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Tool overload: Manage LLM access to external tools
Another major issue is an LLM tool overload, which increases the risk of hallucinations and misuse, said Dominik Tomicevic, CEO of Memgraph, an open source graph database built for real-time streaming
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Delivering resilience and continuity for AI
A resilient AI stack starts with a strongly‑typed knowledge graph or GraphRAG store that can be clustered, replicated, backed up, monitored, and accessed‑controlled just like any other mission‑critical database.
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Memgraph aims to democratize GraphRAG via non-graph to graph translation tools
Memgraph is announcing two new tools this week that it says will make RAG much easier to implement.
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Memgraph to Offer a Unique Toolkit for Non-Graph Users to Jumpstart Their Journey to Full GraphRAG AI Capability
Memgraph, a leader in open-source in-memory graph databases purpose-built for dynamic, real-time enterprise applications, is today announcing two new tools specifically architected to open up the power of Retrieval-Augmented Generation based on graph technology (GraphRAG), to the entire database market, so democratizing GraphRAG access.
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Memgraph to Offer a Unique Toolkit for Non-Graph Users to Jumpstart Their Journey to Full GraphRAG AI Capability
Memgraph introduced an AI Graph Toolkit and MCP Client, making it dramatically easier for organizations to port SQL and unstructured data into knowledge graphs for GraphRAG pipelines.
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Memgraph has announced two new tools
In-memory, graph database supplier Memgraph has announced “two new tools specifically architected to open up the power of Retrieval-Augmented Generation based on graph technology (GraphRAG)
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How SLMs and knowledge graphs supercharge AI
Breaks down why pairing SLMs with live, contextual knowledge graphs offers a smarter and more scalable GenAI strategy for modern enterprises.
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Memgraph announced two new tools
Memgraph announced two new tools, architected to open up the power of Retrieval-Augmented Generation based on graph technology (GraphRAG) to the entire database market and democratize GraphRAG access.
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Memgraph Adds AI Graph Toolkit
Memgraph has been updated with the addition of two new tools; an AI Graph Toolkit that automates the porting of data into a knowledge graph in Memgraph; and an MCP Client within Memgraph Lab.
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How SLMs and knowledge graphs supercharge AI
As we look to 2026, we can expect strong interest from builders of practical AI chatbots and enterprise LLMs in using the Model Context Protocol (MCP) as a standard for connecting to external data sources, along with growing momentum behind GraphRAG...
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When it comes to AI, bigger isn’t always better
Bigger isn’t always better for AI. Learn how small language models, orchestrated with knowledge graphs, can outperform LLMs in enterprise settings.
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NASA jettisons Neo4j database for Memgraph citing costs
The Register reports on NASA’s move to Memgraph’s graph database, citing cost savings and performance benefits.
Read the customer storyMemgraph 3.0 Streamlines The Creation of AI Solutions
Discover how Memgraph 3.0 is designed to simplify and speed up the creation of production-ready AI applications, enhancing developer efficiency.
Watch webinarMemgraph: The SLM-knowledge graph combo
Explores how combining small language models with Memgraph’s graph database delivers clearer context.
Watch webinarWhy LLMs aren’t enough for real-world, real-time projects
A look at why LLMs alone cannot meet the demands of real-time enterprise applications.
Watch webinarCan NASA’s People Graph and LLMs Revolutionize Workforce Planning?
Learn how NASA uses Memgraph’s graph database alongside LLMs to better understand and plan its workforce.
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Graph Technology: Offering the Edge Over Attackers?
Traditional defences miss the bigger picture. This article explores how graph databases give cybersecurity teams a connected view of systems to detect threats faster and stop attacks.
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Unlocking AI’s Power In Cybersecurity
Examines practical ways security teams can use GraphRAG to deliver real-time context to LLMs for better threat detection and response.
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GraphRAG, LLMs, and Knowledge Graphs: A Cybersecurity Power Trio
Explores combining GraphRAG, LLMs, and knowledge graphs enhances threat detection and response by delivering real-time, context-rich insights.
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How Is AI Making Prescriptions Smarter
Examines how knowledge graphs and AI work together to improve treatment safety, patient insight, and real-time decision-making in diabetes care.
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How Memgraph Helps Prevent LLM Misuse
Memgraph's CEO, Dominik Tomicevic, shares practical insights on how organizations can keep LLM-powered systems trustworthy with the help of graph databases.
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Without Graph Tech’s Help, Advances in GenAI Aren’t Enough for Real-world Projects
An exploration of the indispensable role of graph technology in enabling successful, practical Generative AI applications for complex real-world implementations.
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The AI Doctor Can’t Treat You Yet, But They Can Make Prescriptions Safer
Insightful look into how AI combined with graph technology can significantly improve the safety and accuracy of medical prescriptions.
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