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LLMs are not very good at quantitative analysis. For example, when I asked ChatGPT, "Which number is bigger, 9.9 or 9.11?" it incorrectly responded with 9.11. In another example, I have an Excel file containing a large amount of quantitative data. The maximum word count for a single prompt that ChatGPT can handle is around 4,000 words (approximately 16,000 characters). If I try to query this data, it may not fit within...
Published on: March 27, 2025 | Source:Hey everyone, I recently open-sourced a little repo Iโve been using that makes it easier to run Puppeteer on AWS Lambda. Thought it might help others building serverless scrapers or screenshot tools. GitHub: https://github.com/geiger01/puppeteer-lambda Itโs a minimal setup with: Puppeteer bundled and ready to run inside Lambda chrome-aws-lambda support Simple example handler for extracting HTML I use this setup in my...
Published on: March 27, 2025 | Source:Why Transfer or Move Data? Transferring PeopleSoft application data between databases is necessary for various business needs, including: Application upgrades User or system testing Training environment setup This article covers the essential commands and step-by-step instructions needed to perform data transfer effectively.
Published on: March 27, 2025 | Source:A JVM (Java Virtual Machine) runs programs in Java and many other languages and provides the runtime environment, CPU, memory, and security management. At any particular moment, the running JVM has many objects, and a heap dump is a snapshot of the memory allocated to all these objects. In this post, we will discuss how to use heap dumps to find memory leaks.
Published on: March 27, 2025 | Source:I'm an enthusiastic data engineer who always looks out for various challenging problems and tries to solve them with a simple POC that everyone can relate to. Recently, I have thought about an issue that most data engineers face daily. I have set alerts on all the batch and streaming data pipelines. When the errors reach a threshold limit or if the data pipeline fails, we get failure notifications immediately in the...
Published on: March 27, 2025 | Source:All - Wanted to share a fun exercise I did with the newly released JFK files. The idea: could I quickly fetch all 2000 PDFs, parse them, and build an indexed, searchable DB? Surprisingly, there aren't many plug-and-play solutions for this (and I think there's a product opportunity here: drag and drop files to get a searchable DB). Since I couldnโt find what I wanted, I threw together a quick Colab to do the job. I...
Published on: March 27, 2025 | Source:Recruiting is extremely tough as outsiders may disagree with you โ Iโve been there, sifting through resumes, trying to spot the perfect fit for a role. Iโve noticed more companies using machine learning to screen candidates and predict job success lately. The problem? When an algorithm rejects someone, thereโs often no clear reason why. Thatโs where explainable AI (XAI) changes the game. Think of it as a recruiterโs...
Published on: March 27, 2025 | Source:With these actions, you can keep your open source projects organized, minimize repetitive and manual tasks, and focus more on writing code. The post 5 GitHub Actions every maintainer needs to know appeared first on The GitHub Blog.
Published on: March 27, 2025 | Source:Picture this: Your mobile app is evolving quickly, with new features requiring changes to the local database. Your users expect seamless upgrades, and your stakeholders want new functionality delivered fast. The challenge becomes even trickier when you realize you need to update the app's database schema without disrupting existing data or forcing users into error-prone migrations. In this article, Iโll share a...
Published on: March 27, 2025 | Source:Go beyond status updates and use these meetings to surface challenges, solve problems, and drive impact. The post How engineers can use one-on-ones with their manager to accelerate career growth appeared first on The GitHub Blog.
Published on: March 27, 2025 | Source:Many years ago, one of my favorite former colleagues left the company where we worked together, and he wrote a goodbye email. I've seen a few, but this was the most imaginative of them all. He wrote it in the form of a Jenkins notification email about a failed Maven build. If you read the build logs carefully, you could see that the build failed because my colleague left the company. This memory gave me the idea of...
Published on: March 27, 2025 | Source:Excel is one of the most powerful tools for data analysis, organization, and automation. Whether you're a student, business professional, or data analyst, mastering Excel formulas and functions can significantly boost your productivity. However, with...
Published on: March 27, 2025 | Source:In this episode of Leaders of Code, host Ben Popper, Stack Overflow CEO Prashanth Chandrasekar, and GitLab Field CTO Lee Faus explore how GenAI is reshaping software development practices.
Published on: March 27, 2025 | Source:The creation of precise and adaptable metrics remains crucial for successful monitoring, auditing, and reporting in present-day data-centric settings. This article describes an optimized method to create metrics and dynamic SQL with metadata-based techniques using Oracle packages. This process combines configuration tables, dynamic SQL templates, and merge operations to create a metrics generation framework that scales...
Published on: March 27, 2025 | Source:Large language models (LLMs) are reshaping the landscape of artificial intelligence, yet they face an ongoing challenge โ retrieving and utilizing information beyond their training data. Two competing methods have emerged as solutions to this problem: InfiniRetri, an approach that exploits the LLMโs own attention mechanism to retrieve relevant context from within long inputs, and retrieval-augmented generation (RAG),...
Published on: March 27, 2025 | Source:When I was asked to think about my technology predictions for 2025, it occurred to me how much happened from 2023 until now, where the dust is still settling and the reverberations from these seismic shifts in our ecosystem are still taking hold of our industry. The Infrastructure as Code (IaC) landscape is entering an era of transformation. The ubiquitous tools we came to know and love are being replaced with newer...
Published on: March 27, 2025 | Source:Some great news for Vue and Nuxt communityโthe State of Vue.js Report 2025 is now available! And according to Evan You โIt's a must-read for Vue and Nuxt developers.โ Itโs the fifth edition, created with Vue and Nuxt Core Teams. There are 16 case studies from huge players like GitLab, Storyblok, Hack The Box and the Developer Survey results. The State of Vue.js Report 2025 covers everything you need to know about Vue...
Published on: March 27, 2025 | Source:Recently, our development team faced a new challenge: one of our partners was implementing an access control system using a single-board computer from Forlinx. To meet the existing time constraints for face recognition operations, we decided to port our models to the NPU. What we can say after porting is that the NPU is generally a reliable way to put heavy processing on an edge device. So, our partner needed to detect...
Published on: March 27, 2025 | Source:Editor's Note: The following is an article written for and published in DZone's 2025 Trend Report,Generative AI: The Democratization of Intelligent Systems. Generative AI (GenAI) is transforming how organizations operate, enabling automation, content generation, and intelligent decision making at an unprecedented scale. From AI-powered chatbots to advanced code generation and creative design, GenAI is revolutionizing...
Published on: March 27, 2025 | Source:In this tutorial, Iโll give you a comprehensive introduction to programming in C++. You don't need to have any previous programming experience in order to begin. Along the way, you will learn about the flow of control, variables, conditional statemen...
Published on: March 26, 2025 | Source:Penpot is an open-source design tool for creating complete design systems. It is free, self-hostable, and allows multiple projects. Penpot supports reusable components and assets and allows files and libraries to be shared across projects. Penpot fil...
Published on: March 26, 2025 | Source:Let's face it โ if you've worked with microservices, you've probably experienced that moment of dread when your carefully designed system starts to feel like a complicated web of API calls. You know the scene: one service goes down, and suddenly your application looks like a house of cards. Sound familiar? Don't worry โ you're not alone, and there's a better way forward. Breaking Free from the Synchronous Nightmare...
Published on: March 26, 2025 | Source:Imagine a scenario: You are working at breakneck speed to roll out a new IT product or a business-critical update, but quality control workflows lack efficiency. They are mainly manual and performed late in the development cycle. This challenges your ability to cope with pressing deadlines, innovate, and remain competitive, as manual efforts are slow, workflows lack fast and continuous feedback loops, and critical and...
Published on: March 26, 2025 | Source:Hey y'all. I'm Andrej - I've been working on an open source project these past months and I'd love to share with you and get your feedback. I tried building a project management tool which is very simple with beautiful UI (or at least I think so). It's still in the early stages however I'll constantly trying to evolve it but keep it simple. I'd love to hear your feedback. submitted by /u/dreamnyt [link] [comments]
Published on: March 26, 2025 | Source:Data quality checks are critical for any production pipeline. While there are many ways to implement them, the Great Expectations library is a popular one. Great Expectations is a powerful tool for maintaining data quality by defining, managing, and validating expectations for your data. In this article, we will discuss how you can use it to ensure data quality in your data pipelines.
Published on: March 26, 2025 | Source:Modern applications rely on distributed databases to handle massive amounts of data and scale seamlessly across multiple nodes. While sharding helps distribute the load, it also introduces a major challenge โ cross-shard joins and data movement, which can significantly impact performance. When a query requires joining tables stored on different shards, the database must move data across nodes, leading to:
Published on: March 26, 2025 | Source:Microservices architecture has become a popular approach for building scalable and maintainable applications. By breaking down large applications into smaller, independent services, developers can improve performance, maintainability, and scalability...
Published on: March 26, 2025 | Source:NoSQL is no longer the exception โ it's a key part of modern data architectures. With the release of Jakarta NoSQL 1.0, Java developers finally gain a standardized, extensible way to interact with NoSQL databases across document, key-value, column, and graph data models โ all while staying aligned with Jakarta EE principles. This article introduces the Jakarta NoSQL 1.0 specification, which boosts productivity,...
Published on: March 26, 2025 | Source:Have you ever run into a situation where you want to test some local AI models, but your computer doesn't have enough specs to run them? Or maybe you just don't like bloating your computer with a ton of AI models? You're not alone in this. Iโve faced...
Published on: March 26, 2025 | Source:In todayโs digital age, we expect our online experiences to be fast, reliable, and always available. But what happens behind the scenes to make our expectations a reality? The answer is Site Reliability Engineering (SRE). SRE is a discipline that ens...
Published on: March 26, 2025 | Source:If youโre a YouTube content creator, youโll make data-driven decisions when posting content. This helps you target the right audience when creating your videos. YouTube Studio provides YouTube Analytics, where you can get comprehensive data about you...
Published on: March 26, 2025 | Source:If you have been working with petabytes of data, are a data engineer, or are looking to get into data engineering, I am sure you have heard about Apache Spark, a distributed data processing system. Apache Spark is a Unified computing engine, clubbed with a set of libraries for parallel data processing on compute clusters. It is not primarily designed as a storage system. Apache Spark can run locally in your system or...
Published on: March 26, 2025 | Source:submitted by /u/whiirl [link] [comments]
Published on: March 26, 2025 | Source:When considering whether to use classes in Python code, it's important to weigh the benefits and contexts where they are most appropriate. Classes are a key feature of object-oriented programming (OOP) and can provide clear advantages in terms of organization, reusability, and encapsulation. However, not every problem requires OOP. When to Use Classes Encapsulation and Abstraction Encapsulation.Classes allow you to...
Published on: March 26, 2025 | Source:Since OpenAI launched ChatGPT in late 2022, AI has become an unavoidable topic in every field. Many companies have even transformed into AI companies overnight. The data analytics domain is no exception โ Databricks, Snowflake, and Elasticsearch have all redefined themselves as AI data platforms or AI-ready data analytics and search products. Setting aside the โhypeโ, in todayโs article, weโll explore what relationship...
Published on: March 26, 2025 | Source: