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Tried parsing invoices with GPT-4o, Claude Sonnet 3.5 & Invofox API (Python). Here's what I found.
I wanted to see how easy (or messy) it really is to extract structured data from PDFs with code. So over the last month, I tried a few approaches (using Postman & Python) and thought I would share on what worked, what didnβt and what ended up being worth the effort. a) DIY Workflow with GPT-4o and Claude 3.5 Both OpenAIβs GPT-4o and Anthropicβs Claude models are surprisingly good at understanding invoice layouts...
Published on: September 01, 2025 | Source:
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Patrick Winston: How to Speak (2018) [video]
Article URL: https://www.youtube.com/watch?v=Unzc731iCUY Comments URL: https://news.ycombinator.com/item?id=45095849 Points: 175 # Comments: 30
Published on: September 01, 2025 | Source:UAE's RAK Properties to accept Bitcoin, other cryptos for real estate deals
The United Arab Emirates has become a hot spot for the crypto industry as clear regulatory frameworks and no tax on crypto profits has driven interest in digital assets.
Published on: September 01, 2025 | Source:These Are 2025's Worst Car Deals (According To Consumer Reports)
Consumer Reports compared those cars' real prices with their MSRP, and things don't look too good. But is the MSRP a good indication of a fair price?
Published on: September 01, 2025 | Source:Sheriffs seek to identify man found dead βin pool of bloodβ at Burning Man festival
A murder investigation was launched Sunday after apparent homicide as authorities ask public for help Nevada sheriffs are asking the publicβs help in identifying a man killed on Saturday in an apparent homicide at the Burning Man festival.In a statement on Monday, Pershing county sheriff Jerry Allen asked for assistance to identify the man, who was found dead in the futurist encampment of Black Rock City as the...
Published on: September 01, 2025 | Source:XRP prepares for potential rally toward $4 amid whale accumulation
XRP whales purchased 340 million tokens during the past two weeks, concentrating their buying activity during each correction toward $2.90 and fueling a potential rally towards $4. According to trader Ali Martinez, the accumulation pattern occurs as XRP confronts a critical technical juncture at $2.77. The token must maintain support to prevent a retracement toward [β¦] The post XRP prepares for potential rally toward...
Published on: September 01, 2025 | Source:These three features would make Appleβs rumored AI smart glasses a huge winner
Apple is reportedly launching its own AI smart glasses next year, per a Bloomberg report. While Apple is very much so late to the category, I do think there are a number of great value adds Apple could bring to the table β which Iβll be outlining here. moreβ¦
Published on: September 01, 2025 | Source:Does Width Matter On Lawn Mower Blades?
While there are several factors and measurements you should consider when buying a new mower blade, its width does not rank highly among them.
Published on: September 01, 2025 | Source:Amazon has mostly sat out the AI talent war
https://archive.ph/ed8WJ Comments URL: https://news.ycombinator.com/item?id=45095603 Points: 114 # Comments: 166
Published on: September 01, 2025 | Source:Bitcoin, Ethereum and XRP Hold Steady as 'Red September' Kicks Off
The crypto market is trading sideways today as traders appear to be positioning for what is historically the worst month of the year for Bitcoin.
Published on: September 01, 2025 | Source:MIT scientists find X-ray technique that could enhance durability of nuclear materials and computer chips
The research, detailed in Scripta Materialia by senior author Ericmoore Jossou and colleagues, started as an effort to understand how critical reactor materials break down under intense radiation.Read Entire Article
Published on: September 01, 2025 | Source:The best noise-canceling earbuds for 2025
Whether you're commuting, working in a bustling cafΓ© or just trying to tune out the world, the best noise-canceling earbuds can help you focus on what matters β your music, podcasts or a bit of peace and quiet. With advanced noise reduction and features like active noise cancellation, these compact in-ear buds are designed to block out distractions and deliver immersive sound, even in the most noisy environments.Todayβ...
Published on: September 01, 2025 | Source:From CloudWatch to Cost Watch: Cutting Observability Costs With Vector
Introduction In modern cloud environments, traditional approaches for storing logs in isolated systems have become inadequate. As distributed software systems become more common, where different components run across multiple services and regions, it is essential to continuously collect and forward both system and application logs to a centralized location for in-depth analysis. These logs play an important role in...
Published on: September 01, 2025 | Source:Reshuffle gymnastics prepare Starmer to walk tricky budget tightrope
Economists say new team could help push back against Treasury but PM needs to spell out what he stands forStarmer shakes up No 10 operation with mini-reshuffleDowning Street shake-up: whoβs in and whoβs out at No 10Dan York-Smith, the former senior Treasury official Keir Starmer has appointed as his principal private secretary, is a qualified international gymnastics judge β a skill set that may come in handy as Labour...
Published on: September 01, 2025 | Source:The 95 best Labor Day sales happening now
Labor Day marks the unofficial end of summer, and while the prospect of cooler weather and shorter days can be a tough adjustment for some, at least there is always a great selection of deals to combat the post-summer blues. Lucky for you, weβve gone ahead and rounded up the best discounts you can get [β¦]
Published on: September 01, 2025 | Source:Implementing a Foil Sticker Effect
Article URL: https://www.4rknova.com/blog/2025/08/30/foil-sticker Comments URL: https://news.ycombinator.com/item?id=45095460 Points: 151 # Comments: 10
Published on: September 01, 2025 | Source:NestlΓ© sacks CEO over βundisclosed romantic relationshipβ
Swiss multinational finds Laurent Freixe breached code of conduct as it names Philipp Navratil as his replacementNestlΓ© has dismissed its chief executive, Laurent Freixe, after an investigation into an βundisclosed romantic relationshipβ with a subordinate that was found to have breached its code of business conduct.The Swiss-headquartered multinational named Philipp Navratil as his replacement. Continue reading...
Published on: September 01, 2025 | Source:Gasoline Vs. Propane Generators: Which Is The Cheaper Option?
Generators are great for emergencies or going off-grid, but you've got multiple options for fuel. Which is cheaper, a gas or propane generator?
Published on: September 01, 2025 | Source:13 Cars With The Best Braking Systems, Ranked By Stopping Distance
Everyone talks about 0β60 times, but what about 60β0? Here are the best braking systems, from American muscle to million-dollar European sophistication.
Published on: September 01, 2025 | Source:Credit Bureau TransUnion Hit With Data Breach Affecting 4.4 Million People
The breach was contained within hours, though personal information, including names and Social Security numbers, were exposed.
Published on: September 01, 2025 | Source:Security Bite: My favorite privacy features in iOS 26
9to5Mac Security Bite is exclusively brought to you by Mosyle,the only Apple Unified Platform. Making Apple devices work-ready and enterprise-safe is all we do. Our unique integrated approach to management and security combines state-of-the-art Apple-specific security solutions for fully automated Hardening & Compliance, Next Generation EDR, AI-powered Zero Trust, and exclusive Privilege Management with the most...
Published on: September 01, 2025 | Source:Angela Raynerβs Hove flat: five questions for the deputy PM
What Rayner may be asked to explain about the arrangements behind her purchase of an 800,000 homeAngela Rayner is under pressure to explain her property arrangements after she bought an 800,000 flat in Hove, far from her constituency of Ashton-under-Lyne.Most of the criticism has centred on the complicated tax arrangements surrounding the purchase, though the deputy prime ministerβs allies insist she has done nothing...
Published on: September 01, 2025 | Source:Circle to Search could be adding new Translate options (APK teardown)
Google continues to fine-tune the handy search feature.
Published on: September 01, 2025 | Source:Ethereum to retire Holesky testnet as Hoodi takes center stage
The Ethereum Foundation announced that the HoleΕ‘ky testnet is entering its final phase, and the network is scheduled to shut down two weeks after the Fusaka upgrade concludes. According to the Foundation, the network support from client developers, testing groups, and infrastructure providers will formally end once the anticipated upgrade process is completed in November. [β¦] The post Ethereum to retire Holesky testnet...
Published on: September 01, 2025 | Source:The Strange Aircraft Carrier Ritual Involving Boots And A Catapult
Among the many unique traditions that have become custom on aircraft carriers over the decades is a strange one involving boots and a catapult.
Published on: September 01, 2025 | Source:MagSafe Monday: UAGβs Metropolis Wallet blends Kevlar toughness with everyday utility
MagSafe wallets are probably the category of MagSafe that makes the most sense to me day to day. I am always going to carry a wallet, so might as well kill 2 birds with 1 stone. The is one of the better designed ones Iβve come across from a quality standpoint, so letβs dive into what all it offers. moreβ¦
Published on: September 01, 2025 | Source:The AI Co-Pilot: How to Lead When Your Team's Best Player Is a Machine
Itβs happening in stand-ups and one-on-ones everywhere. An engineer explains how they cleared a mountain of tickets over the weekend. "How'd you get it all done?" you ask. The answer is a quiet admission, almost a confession: "Uh, I was using Copilot." For years, we've managed teams of people. Now, we're managing teams of people who have an incredibly productive, sometimes inscrutable, and tireless new partner. This AI...
Published on: September 01, 2025 | Source:XRP Price Holds Near $2.75 as Analyst Maps Path Between $2.40 Risk and $3.70 Upside
XRP trades around $2.75 after intraday swings, with Martinez warning of a $2.40 downside risk if support fails and outlining a bullish path toward $3.70.
Published on: September 01, 2025 | Source:Battlefield 6 drops ray tracing to prioritize performance at launch
Battlefield 6 will not include ray tracing graphics at launch, and there are currently no plans to integrate advanced lighting effects in the future. According to Christian Buhl, Studio Technical Director at Ripple Effect, the PC version of the upcoming shooter will offer plenty of customization options, but ray tracing...Read Entire Article
Published on: September 01, 2025 | Source:Some new Pixel 10 phones are failing with a screen of colorful snow
The static-like glitches point to possible issues with GPU hardware or software.
Published on: September 01, 2025 | Source:The 10 Public Companies With the Biggest Bitcoin Portfolios
Firms like Strategy, Metaplanet and Coinbase have purchased billions of dollars worth of Bitcoin between them. These are the biggest whales.
Published on: September 01, 2025 | Source:What to expect with US crypto policy as Congress comes back in session
According to some Republican lawmakers, the first crypto-related priority in the Senate will be to pass legislation for market structure.
Published on: September 01, 2025 | Source:Trump Family Share of World Liberty Crypto Grows to $6 Billion
The president and his family own 22.5 billion WLFI tokens, nearly a quarter of the total supply.
Published on: September 01, 2025 | Source:New iOS 26 icons: Hereβs all the new app icons coming to your iPhone home screen
As well as a refreshed new look for system components like buttons and tabbars, the Liquid Glass redesign of iOS 26 also extends to app icons. For the first time since iOS 7, Apple has redrawn all of the system apps with new artwork. That means a whole new look is coming to your iPhone home screen this fall. In this post, we share a side-by-side of the iOS 26 app icon and its iOS 18 counterpart, so you can decide for...
Published on: September 01, 2025 | Source:5 Hidden CarPlay Features You're Probably Not Using
Think CarPlay ends at navigation and music? It hides cool tricks waiting to be found; your next ride just got a whole lot smarter.
Published on: September 01, 2025 | Source: