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GraphRAG > RAG for complex enterprise queries.

40% fewer escalations in one case.

Let's talk!

#GraphRAG #EnterpriseAI #dougortiz #postgres

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UPCOMING MEETUPS 🚨

🔹 Mar 13: #AI Day SF – w/ Nyah Macklin 📍 San Francisco
🔗 meetup.com/sf-bay-acm/events/313153595/

🔹 Mar 17: Graph Exchange – #ContextGraphs & #GraphRAG 💻 Virtual
🔗 luma.com/c6i1ejtf

🔹 Mar 18: Data for AI – Architecting Context w/ Nyah Macklin
🔗 luma.com/s8tffnpz

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GraphRAG GraphRAG (Graph Retrieval-Augmented Generation) is an advanced AI framework developed by Microsoft that enhances LLMs by using knowledge graphs to connect, retrieve, and summarize information across l...

#ITByte: #GraphRAG (Graph Retrieval-Augmented Generation) is an advanced AI framework developed by Microsoft that enhances LLMs by using knowledge graphs to connect, retrieve, and summarize information across large, complex, or disconnected datasets.

knowledgezone.co.in/posts/GraphR...

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2 days for the 1st Road to #NODESAI!
https://bit.ly/4rQjSGH
Register! 2-hour workshop about #GenerativeAI, Retrieval-Augmented Generation (RAG), and #GraphRAG

See you!

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Day 73 of #100daysofnetworks GrooveSeeker GraphRAG Week: Announcing Results

In today’s article, I announce the results of GrooveSeeker GraphRAG Week! My GraphRAG is now returning answers in roughly three seconds, with completeness of information. Fast and reliable GraphRAG is a joy to experience. 🧪

Networks and AI together. Beautiful.

#GraphRAG #AI #100daysofnetworks

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The value of #AIAgents is in specific use cases, industries, or domains.

Where do they fall short? Hallucinations from incomplete knowledge and tool misuse.

That’s where #GraphRAG shines.

https://bit.ly/4kQB6AS

#Neo4j

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最新技術を学ぶ 『GraphRAG完全ガイド』が登場!検索体験が進化する 新刊『GraphRAG完全ガイドRAGを越えた検索体験の実現に向けて』が登場。技術者必見の実践書によって検索技術の進化を探ります。

最新技術を学ぶ 『GraphRAG完全ガイド』が登場!検索体験が進化する #インプレス #技術同人誌 #GraphRAG

新刊『GraphRAG完全ガイドRAGを越えた検索体験の実現に向けて』が登場。技術者必見の実践書によって検索技術の進化を探ります。

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技術の泉シリーズに新たな一冊『GraphRAG完全ガイド』が登場! インプレスから新刊『GraphRAG完全ガイドRAGを越えた検索体験の実現に向けて』が発行されました。最新技術を駆使した検索手法を解説!

技術の泉シリーズに新たな一冊『GraphRAG完全ガイド』が登場! #東京都 #千代田区 #技術の泉シリーズ #インプレス #GraphRAG

インプレスから新刊『GraphRAG完全ガイドRAGを越えた検索体験の実現に向けて』が発行されました。最新技術を駆使した検索手法を解説!

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Как я построил Graph RAG систему с точностью 96.7% за 5 дней: от научных статей до production-ready пайплайна Skeleton Indexing (KDD 2025) + HippoRAG 2 (ICML 2025) + VectorCypher + Datalog Reasoning + 10 итераций оптимизации TL;DR Я реализовал Graph RAG систему, которая комбинирует 5 техник из свежих научных...

Как я построил Graph RAG систему с точностью 96.7% за 5 дней: от научных статей до production-ready пайплайна Я реализовал Gr...

#GraphRAG #RAG #Neo4j #NLP #LLM #Python #Datalog #Knowledge #Graph #embeddings #PageRank

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Stop AI Agent Hallucinations: 4 Essential Techniques 4 techniques to stop AI agent hallucinations: Graph-RAG for precise data retrieval, semantic tool...

🚀📝 Stop AI Agent Hallucinations: 4 Essential Techniques

#GraphRAG #SemanticToolSelection #NeurosymbolicGuardrails #MultiAgentValidation #StrandsAgents

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Discover how #ContextEngineering and knowledge graphs can power #GraphRAG for explainable, trustworthy, and highly accurate #AI solutions.

Feb 26!
Americas: https://bit.ly/3ZN24Ql Europe: https://bit.ly/4qLkTh,Q Asia Pacific: https://bit.ly/4c4pZlB

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#agentarium
#intelligence_module
#cognitive_infrastructure
#vdb
#ai
#data
#datasets
#agenticai
#rag
#graphrag

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GitHub - morph-kgc/morph-kgc: Powerful RDF Knowledge Graph Generation with RML Mappings Powerful RDF Knowledge Graph Generation with RML Mappings - morph-kgc/morph-kgc

morph-kgc to map #SQL, CSV, XML, JSON into #RDF triples to make a virtual #knowledgegraph.
Apache 2.0 lic.
#GraphRAG #RAG #Graph #OpenSource

github.com/morph-kgc/mo...

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Neo4j Live: From Language to Logic - Why Graph AI Succeeds Where LLMs Fail YouTube video by Neo4j

Tune in later today and see how #graph can bring logic to enterprise AI
https://youtube.com/live/RliboHtmrDs #genai #graphrag #llm

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Neo4j Live: From Language to Logic - Why Graph AI Succeeds Where LLMs Fail YouTube video by Neo4j

Find out why #knowledgegraphs are becoming the foundation for trustworthy, enterprise-grade AI in our stream this week:
youtube.com/live/RliboHt... #neo4j #graphrag

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FalkorDBlite: embed #GraphDB logic with User Defined Functions in #Python 🧩🐍 by @falkordb.bsky.social
Run UDF rules inside queries → lower latency, simpler pipelines
🗄️ In-process 🔗 Python APIs 📦 Lightweight
📜 BSD #OpenSource

#AI #RAG #GraphRAG Repost 🔁
🔗 Link in first 💬⤵️

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MemMachine: long-term #Memory for #AI #Agents 🧠💾
#Graph + vector search → durable context across runs
🧩 Sessions 🗂️ History 👤 Profiles 🔌 APIs
📜 Apache 2.0 lic #OpenSource

#LLM #RAG #GraphRAG #VectorDB Repost 🔁
🔗 Link in first 💬⤵️

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@apache.org AGE extension for #PostgreSQL18: native #GraphDB in #SQL 🗄️🕸️
Mix SQL + #Cypher → no external graph stack
🧩 Hybrid queries
📊 Fast indexing
🔌 Multi-SDK
📜 Apache 2.0 lic

#AI #RAG #OpenSource #GraphRAG #Graph
Repost 🔁 🔗 Link in first 💬⤵️

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Neo4j Live: From Language to Logic - Why Graph AI Succeeds Where LLMs Fail YouTube video by Neo4j

Graph AI brings structure, causality, and explainability - exactly what enterprise AI needs.
In our next Neo4j Live, we break down why #GraphRAG is the path from language to logic
https://youtube.com/live/RliboHtmrDs #genai #llm

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GitHub - Knowledgator/GLinker: Efficient and scalable zero-shot entity linking Efficient and scalable zero-shot entity linking . Contribute to Knowledgator/GLinker development by creating an account on GitHub.

GLiNKER - #EntityLinking Framework by Knowledgator
transforms raw text into structured, disambiguated entity mentions. Built around #GLiNER - a family of lightweight, generalist models for information extraction.
#Graph #GraphRAG #RAG #AI #LLM #SLM #NER
Apache 2.0 lic

github.com/Knowledgator...

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GraphRAG: 8 способов укротить расширенный контекст у LLM В 22% случаев онкологи не могут назначить лечение из-за ри...

#rag #graphrag #llm #medtech #медицина #Machine #Learning #Оптимизация #производительности #хранилища #PostgreSQL

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GitHub - stevereiner/flexible-graphrag: Flexible GraphRAG: Python, LlamaIndex, Docker Compose 8 Graph databases, 10 Vector databases, OpenSearch, Elasticsearch, Alfresco. 13 data sources, knowledge gr... Flexible GraphRAG: Python, LlamaIndex, Docker Compose 8 Graph databases, 10 Vector databases, OpenSearch, Elasticsearch, Alfresco. 13 data sources, knowledge graph auto-building, schemas, LLMs, Doc...

#LPG #GraphRAG for docs
Supports Hybrid and Graph search.
UI, #MCP, local doc parsing with #Docling or cloud #LlamaParae. Run as a preconfigured container.
Apache 2.0 lic

#OpenSource #GraphDB #RAG #AI #LLM
github.com/stevereiner/...

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OGRAG by #Microsoft
#RDF #GraphRAG with hypergraphs to incorporate #ontology grounded knowledge.
MIT license
#OpenSource #GraphDB #RAG #AI #LLM
Link in the first comment💬👇

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GitHub - HKUDS/LightRAG: [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation" [EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation" - HKUDS/LightRAG

LightRAG - a #GraphRAG implementation with UI.
#RAG #AI #LLM #Agents #OpenSource
MIT lic
github.com/HKUDS/LightRAG

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Гибридная нейросимвольная архитектура для превращения вероятностных ответов LLM в детерминированный код Н...

#сезон #ии #разработке #ии-агенты #llm #python #graphrag #нейросимвольный #ии #obsidian

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Discover what’s new in #Cypher and Aura! Explore cutting-edge AI features as Christoffer Bergman investigates Olof Palme’s murder using #GraphRAG. Dive in: https://bit.ly/49a8Chp #Neo4j


https://bit.ly/49a8Chp

#Neo4j

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Kinetica, the GPU-powered RAG Engine for Data Copilots, Integrates with NVIDIA NIM Kinetica, the GPU-powered RAG (Retrieval Augmented Generation) engine, is now integrating deeply with NVIDIA Inference Microservices for embedding generation and LLM inference. This integration allows...

Vectors find matches. Graphs connect dots.

To fix "Multi-Hop" failures, you need both.

Kinetica fuses Vector Search + Graph Solving in one SQL query. Don't just retrieve data. Resolve the relationships to stop hallucinations.

www.kinetica.com/blog/kinetic...

#GraphRAG #GenAI #KnowledgeGraph

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The Gist Of The NODES 2025 Dev Conference Programming book reviews, programming tutorials,programming news, C#, Ruby, Python,C, C++, PHP, Visual Basic, Computer book reviews, computer history, programming history, joomla, theory, spreadsheets...

The Gist Of The NODES 2025 Dev Conference by @neo4j.com -"the biggest graph community gathering dedicated to applications, data intelligence, knowledge graphs, and AI.Let's find out what happened this year"
On IProgrammer: cutt.ly/EtsrPMfW
#NODES2025 #neo4j #graphs #graphrag #llm #gpt

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Как спроектировать AI ассистента для поддержки и не слить бюджет. Часть 1: От идеи до выбора архитектуры Кажд...

#RAG #graphrag #ai #llm-агент #ии-ассистент #автоматизация #поддержки

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