Extracting Knowledge Graphs From Text With GPT4o
If you’re into AI, machine learning, or just making sense of data (and let’s face it, who isn’t these days?), you need to check out how GPT-4o can help you build knowledge graphs from unstructured text. This is a game-changer for how we understand, visualize, and extract meaning from raw information. Why Knowledge Graphs Matter […]
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Why MCP really is a big deal.
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Frank
- May 28, 2025
- Agentic AI Systems
- AI integration
- AI-Powered Microservices
- Anthropic
- apache flink
- apache kafka
- apps
- architecture
- Autonomous
- chatGPT
- Claude
- computing
- confluent
- Context-Aware
- Data
- Data Streaming
- Developers
- distributed
- dynamic
- Enterprise Applications
- framework
- Free
- Gemini
- IoT
- lightboard
- LLM
- logs
- MCP
- Microservices
- Model Context Protocol
- Monitoring
- Open Source
- OpenAI
- Operations
- ops
- Pipelines
- platform
- Processing
- real-time
- resources
- STREAMING
- streams
- Whiteboard
The Model Context Protocol (MCP) holds a great deal of potential, especially for those interested in writing Agentic AI applications. This essay will explore the intricacies of MCP, its potential implications, and how it can be used to create more effective and efficient AI applications. The aim is to provide a broader vision of MCP, […]
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We’ve Just Discovered a New Way to Store Data
The sheer volume of data being produced is nothing short of staggering. According to a 2018 estimate, humankind will generate a mind-boggling 2,537 zettabytes of data by 2030, and a staggering 19,267 zettabytes by 2035. To put these numbers into perspective, one zettabyte is equivalent to a billion terabytes, and a single terabyte can store […]
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From MapReduce to Modern Observability: A Conversation with Dr. Jacob Leverich
If you missed our latest Data Driven podcast episode, you missed a real gem. But don’t worry—I’ve got the recap for you. This time around, I flew solo as Andy was out (rest assured, he hasn’t been replaced by an AI—yet!). I had the distinct pleasure of chatting with Dr. Jacob Leverich, cofounder of Observe, […]
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Maximizing Power BI Efficiency: Alternatives to Measure Tables
Creating and managing measures is a fundamental aspect of data analytics. Measures, which are numerical metrics based on column data, are essential for performing calculations and generating insights from datasets. Traditionally, many data analysts have used measures tables as a convenient way to store and organize their measures. These tables collate all measures in one […]
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DARPA Triage Challenge (DTC) Challenge Event 1 Summary – Data Competition
In a mass casualty situation, time and resources are limited, often resulting in more casualties than a medic can quickly attend to. There may be victims who might not survive if they are not attended to within the first few minutes. DARPA has taken up the challenge of providing medics with the information they need […]
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Igniting LLM Performance: The Power of Domain Data!
In today’s highly data-driven world, applying domain-specific knowledge to the machine learning model (LLM) lifecycle is increasingly vital. Traditionally, this process begins with a data engineer curating data, which is then used by data scientists to train a model that is subsequently made available for inference. However, the data used in this process is typically […]
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How to Extract Structured Data From PDFs | Full Python AI project for beginners (ft Docker)
This video is from Thu Vu data analytics. In the whimsical world of the Ig Nobel prizes, where research that first makes people laugh, then think, is celebrated, it seems almost fitting to embark on a project that mirrors this spirit of unconventional inquiry. This time, the muse is the burgeoning field of artificial intelligence […]
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Navigating the Ocean of Data: A Journey with the Census Bureau
The U.S. Census Bureau stands as a lighthouse, guiding researchers, policymakers, businesses, and curious minds through the dense fog of data. With its myriad of surveys and programs, the Census Bureau offers a treasure trove of insights into the American landscape, both demographic and economic. Among these valuable resources, two programs shine particularly bright: the […]
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Why Agent Frameworks Will Fail (and what to use instead)
Dave Ebbelaar says you probably don’t need an agent framework to solve your automation problem. Hear him out in this video where he covers his approach.
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