Memgraph
@memgraphdb
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Fastest, Most Affordable Graph Database. Light & Powerful. Tuned for Dynamic Analytics Environments. Easy to Adopt, Scale, & Own.
London, England
Joined May 2016
Your data lives in PDFs & docs. Now it can live in an graph. Power your #GraphRAG workflows in minutes by building entity graphs from text using Unstructured2Graph, part of the #Memgraph AI Toolkit. 👉 https://t.co/b70ugcuLVt
#GraphTech
memgraph.com
Learn all about Unstructured2Graph RAG tool, just released as part of the Memgraph AI Toolkit, to convert unstructured text into an entity graph in minutes.
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Structured or unstructured, your data can now become graph-ready in minutes. Meet: SQL2Graph + Unstructured2Graph Our all-new tools in #Memgraph’s AI Toolkit. 👉 https://t.co/vwtnfDvujV
#GraphRAG
memgraph.com
Introducing the all-new SQL2Graph and Unstructured2Graph RAG tools that make it easier to convert structured or unstructured data into graph-ready knowledge.
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#TextSearch meets graph intelligence. #Memgraph’s new native text search (powered by #Tantivy) helps you find meaning within connections, not just matching keywords. Learn how it works 👉 https://t.co/j9tOlUPlKn
#GraphRAG #GraphTech #FullTextSearch #Memgraph
memgraph.com
Discover how Memgraph’s built-in text search powered by Tantivy brings meaning to your graph data by combining full-text retrieval with graph context.
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Too much schema = too much noise. See how #GraphRAG + #Memgraph’s fine-grained access control helps #LLMs stay accurate in massive enterprise graphs. 🔗 https://t.co/z3Dn6aOCoR
#Context Engineering
memgraph.com
Massive schemas drown LLMs in data. See how GraphRAG and Memgraph’s access controls keep models sharp, focused, and grounded in truth.
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#RAG retrieves facts. #GraphRAG connects them. Find out which one your system needs. Full comparison 👉 https://t.co/NEm0LuD4Vp
#GraphTech #LLMs #Memgraph
memgraph.com
From semantic similarity to graph reasoning, understand how GraphRAG evolves RAG into a connected context engine for smarter retrieval.
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#LLMs don’t reason. They predict. #GraphRAG changes that. It connects meaning and structure to help models generate grounded, connected answers. Learn all about it 👉 https://t.co/vkCWenWXiT
#AI #GraphTech #Memgraph
memgraph.com
Move beyond basic RAG. See how GraphRAG combines graph reasoning and semantic search to deliver grounded, conext-driven LLM responses.
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#Healthcare data shouldn’t live in silos. See how #GraphRAG + #Memgraph link patients, providers, and research data for real-time insights. Read more 👉 https://t.co/r8e1AszyC9
#HealthcareData #GraphDatabases
memgraph.com
See how GraphRAG unify fragmented healthcare data by mapping patient, provider, and research relationships into a connected graph for better insights.
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Our work with @NASA features in @Forbes, highlighting how #KnowledgeGraphs and #GraphRAG are combining to foster collaboration and allow their workforce to access more context-aware information: https://t.co/EyhDlXznAl
#BuildRelationshipsNotEdges #AI
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Recruitment bottlenecks. High dropouts. Costly delays. Clinical trials face big hurdles. Learn how #GraphRAG removes these hurdles by making recruitment & retention smarter 👉
memgraph.com
Discover how GraphRAG-powered applications optimize clinical trials by integrating patient data, streamlining recruitment, improving retention, and predicting outcomes.
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Enterprises don’t always need giant #LLMs. Small Language Models +#KnowledgeGraphs deliver: → Context → Accuracy → Efficiency Full @InfoWorld thought piece by @dtomicevic 👇 https://t.co/GS3jpuVfze
#AI #GraphTech #SLM
infoworld.com
Understand the merits of large language models vs. small language models, and why knowledge graphs are the missing piece in the equation.
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Wrestling boils down to one metric: who beat whom. Tables flatten that. Graphs preserve it. 🥇 Matt Grogan showcases how #Memgraph reveals wrestling insights: - Weight communities - Influence maps - Connected insights 👉
memgraph.com
From weight communities to influence maps with PageRank, discover how graph databases reveal wrestling insights.
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It takes 12 years and billions to bring a drug to market. GraphRAG helps cut costs and predict interactions faster. Curious how? Full details 👉
memgraph.com
Discover how GraphRAG accelerates drug discovery by modeling drug interactions, and uncovering repurposing opportunities.
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Data silos make personalized care impossible. GraphRAG links medical, lifestyle, and social data in real time. Result: HbA1C reduced by 1% per month in diabetes care. Learn how? 👉
memgraph.com
See how GraphRAG makes personalized patient care possible. Learn how graphs model health data, apply algorithms, and deliver real results in Type 2 diabetes care.
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From phishing to lateral movement, attackers think in graphs. Shouldn’t defenders do the same? Discover GraphRAG for cybersecurity 👉
memgraph.com
See how GraphRAG brings real-time context to cybersecurity. Go beyond alerts with graph-powered AI that explains, detects, and responds.
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Bridging deep learning and symbolic reasoning is the future of #AI. How? PhD researcher CEO Dr. Yoan Sallami shows how by demoing SynaLinks. Watch the full session 👉 https://t.co/oa2TjbB3B1 Read the blog👉 https://t.co/U14RhlQdA7
#NeurosymbolicAI #KnowledgeGraphs #Memgraph
memgraph.com
Learn how neurosymbolic frameworks and knowledge graphs are the key to bring structure, context, and flexibility to LLM-powered systems.
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HybridRAG = Vectors + Graphs Vectors bring similarity Graphs bring context See why this combo is key for better RAG: https://t.co/dfHuvBXl0N
#GraphTech #Memgraph #GenAI #LLMs #Database
memgraph.com
Discover how HybridRAG combines vector embeddings and knowledge graphs for smarter Retrieval-Augmented Generation (RAG)
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Graph-Code by @AvagyanVitali turns your codebase into a graph to help you: ✅ Spot dependencies ✅ Find call chains ✅ Apply surgical code edits Full demo here 👉 https://t.co/J90xCdGfu7 Highlights 👉
memgraph.com
Learn why GraphRAG matters for developers, and how Graph-Code creates a “bird’s-eye view” of your repository to boost navigation, queries, and edits.
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Ever wondered how to build your own #GoogleFlights-like app? Petra Salaj did it using #Memgraph + #Cypher! Learn to: ✈ Model flight routes as a graph ✈ Import data ✈ Query for cheapest & fastest flights Check it out 👉 https://t.co/KABUHO87R8
#GraphTech
memgraph.com
Analyzing European flight routes from August 4th to August 10th 2025 with graph analysis.
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Before you load data into a #GraphDatabase, there’s groundwork to do. In this blog, we show: ⚫ How to preprocess your data ⚫ How to build a graph model ⚫ How to import efficiently into #Memgraph Read more 👉 https://t.co/jDsmBjuUKb
#GraphTech #DataModeling #Database
memgraph.com
Starting a graph project with Memgraph? This hands-on guide covers how to prepare your data, build your graph model, and import it the right way.
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Planning to build a #KnowledgeGraph? Don’t start with code. Start with questions. We put together 15 practical ones to help you: ◾ Define your use case ◾ Understand your data ◾ Avoid common pitfalls Explore now 👉 https://t.co/MMQCbM9uLV
#DataModeling #Memgraph
memgraph.com
Building a knowledge graph? Start here. Ask these 15 practical questions to avoid common pitfalls and design with confidence.
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