Knowledge Graphs

AI Data Driven

The Intersection of AI and Power Plants: Harnessing Technology for a Smarter Future

Artificial Intelligence (AI) is no longer a futuristic concept destined solely for tech-centric industries. Today, it has found its way into traditional sectors such as power generation and manufacturing, leading to transformative changes. In this landscape, the podcast episode with Jim Spignardo, Director of Cloud Strategy and AI Enablement at ProArch, serves as a deep […]

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AI Python

How to Integrate Knowledge Graphs with Python and GraphRAG

In the fast-evolving world of artificial intelligence, the combination of retrieval-augmented generation with knowledge graphs, known as GraphRAG, is redefining how we interact with complex data structures. If you’ve ever wondered how AI can become more data-conscious and contextually aware, GraphRAG offers fascinating possibilities by leveraging the connectivity and relationships inherent in knowledge graphs. Let’s […]

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Large Language Models NoSQL

How to Transform AI Search with Temporal Graph Reasoning on MongoDB

In the evolving world of artificial intelligence and data management, LexisNexis Risk Solutions offers an innovative leap forward by integrating temporal knowledge graph reasoning into AI search solutions. At MongoDB.local London 2026, James Melvin, Principal Innovation Software Engineer at LexisNexis Risk Solutions, outlined their pioneering efforts in developing a system that interprets how data changes […]

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AI

Constructing AI Experts with Reasoning Maps in Minutes

Imagine having the ability to craft an AI that doesn’t just know, but also thinks like an expert in any framework you choose. With tools like InfraNodus, this vision is closer than ever. By leveraging the power of reasoning maps, you can create portable AI “experts” to infuse critical thinking into models like Claude, ChatGPT, […]

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AI

Introducing RAG 2.0: Agentic RAG + Knowledge Graphs (FREE Template)

In AI-driven knowledge retrieval, blending multiple strategies can create a potent mix that pushes the boundaries of how machines access and process information. In my recent foray into the world of AI agents, I’ve been particularly captivated by two pivotal tools: vector databases and knowledge graphs. These tools, when combined, form a robust system known […]

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AI Interesting

How to Use AI Knowledge Graphs to Reveal Hidden Insights

Imagine you’re in a workshop, surrounded by a heap of parts: gears, levers, bolts, and tools scattered all around you. Your goal? To assemble these into something that not only functions but excels. Now, transpose that image onto the task of navigating an intricate article or a complex research paper. The parts aren’t tangible gears […]

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AI Developer

AI Code That Fixes Itself (An MCP You Can Try Now)

In software development, artificial intelligence has taken a promising role, especially in the domain of automated coding assistance. These AI-powered tools are designed to accelerate the coding process, but they’re not without their flaws. One of the major issues that developers often face is the problem of ‘hallucination’ in AI coding assistants—where these programs generate […]

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AI Generative AI Large Language Models

How to Research any Topic with InfraNodus, Obsidian, and ChatGPT

In this video from Nodus Labs, watch a demonstration of a workflow for researching any topic using https://infranodus.com knowledge graph visualization as well as Obsidian and ChatGPT. I recommend starting by generating the ideas using the AI to get a conceptual map around the topic of your interest. The next step is to discover the […]

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AI Generative AI Large Language Models

GraphRAG Open-Source Release Announcement

GraphRAG is a research project from Microsoft exploring the use of knowledge graphs and large language models for enhanced retrieval augmented generation. It is an end-to-end system for richly understanding text-heavy datasets by combining text extraction, network analysis, LLM prompting, and summarization.

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AI

How to Summarize YouTube Channel Videos with a Knowledge Graph and AI

In this video, Nodus Labs demonstrates how you can use https://infranodus.com to summarize YouTube videos of any channel using a knowledge graph and AI. We use the example of the Y Combinator (@ycombinator) popular channel for startup founders. First, I create a knowledge graph representation of this content, which shows me the main ideas they’re […]

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