Extract Real Estate Listings into Google Sheets with n8n and AI
TutoSartup excerpt from this article:
Every platform structures its markup differently, key details like price and availability are usually rendered client-side after JavaScript runs, and class names shift with every redesign... Instead of reading the raw DOM and guessing where the price lives, it captures the fully-rendered page with Snapshot Site and hands that to an AI extractor that reads the listing the way a person would... Cap...
Every platform structures its markup differently, key details like price and availability are usually rendered client-side after JavaScript runs, and class names shift with every redesign... Instead of reading the raw DOM and guessing where the price lives, it captures the fully-rendered page with Snapshot Site and hands that to an AI extractor that reads the listing the way a person would... Cap...
Turn Any Rendered Web Page Into Structured Data With the Analyze API
TutoSartup excerpt from this article:
The v3/analyze endpoint takes the other route: it renders the page like a browser would, captures it, and hands back a structured payload describing what rendered, in one call...com", "format": "png", "width": 1280, "height": 720, "waitForDom": true, "enableSummary": true, "enableQuality": true }'The response bundles the rendered screenshot with the structured data: { ...
The v3/analyze endpoint takes the other route: it renders the page like a browser would, captures it, and hands back a structured payload describing what rendered, in one call...com", "format": "png", "width": 1280, "height": 720, "waitForDom": true, "enableSummary": true, "enableQuality": true }'The response bundles the rendered screenshot with the structured data: { ...
Do more with AWS WAF labels using dynamic label interpolation
TutoSartup excerpt from this article:
Managed rule groups such as AWS WAF Bot Control and AWS WAF Fraud Control account takeover prevention (ATP) attach labels that describe what they found... A label can record that a request came from a known bot category or that it matched a credential-stuffing pattern... You can also use labels to build tiered policies: a low-confidence bot signal might trigger a CAPTCHA challenge, whereas a high...
Managed rule groups such as AWS WAF Bot Control and AWS WAF Fraud Control account takeover prevention (ATP) attach labels that describe what they found... A label can record that a request came from a known bot category or that it matched a credential-stuffing pattern... You can also use labels to build tiered policies: a low-confidence bot signal might trigger a CAPTCHA challenge, whereas a high...
Exploring self-distilled reasoning for supervised fine-tuning with Amazon Nova
TutoSartup excerpt from this article:
When you fine-tune a model using Supervised Fine-Tuning (SFT), creating high-quality chain-of-thought (CoT) reasoning traces for your training data is often impractical and can be prohibitively expensive... As a result, you might choose to skip reasoning during SFT and train with only inputs and outputs... However, reasoning is a key capability of the Amazon Nova 2 family of models, and it’s bee...
When you fine-tune a model using Supervised Fine-Tuning (SFT), creating high-quality chain-of-thought (CoT) reasoning traces for your training data is often impractical and can be prohibitively expensive... As a result, you might choose to skip reasoning during SFT and train with only inputs and outputs... However, reasoning is a key capability of the Amazon Nova 2 family of models, and it’s bee...
Small Caps Challenge Momentum Factor’s Throne
TutoSartup excerpt from this article:
The analysis is speculative at this point, but the differences in how various segments of the current stock‑market pullback are performing suggest that capital flows in equity allocations may be shifting...The momentum risk factor has been leading the field in recent history, but there are signs that a rotation may be underway, based on a set of ETFs through yesterday’s close (July 20)......
The analysis is speculative at this point, but the differences in how various segments of the current stock‑market pullback are performing suggest that capital flows in equity allocations may be shifting...The momentum risk factor has been leading the field in recent history, but there are signs that a rotation may be underway, based on a set of ETFs through yesterday’s close (July 20)......
Introducing the Amazon GuardDuty investigation agent: on-demand AI-powered threat assessment
TutoSartup excerpt from this article:
The new Amazon GuardDuty investigation agent (now in public preview) investigates security findings across your Amazon Web Services (AWS) environment, reducing investigation time from hours to minutes... Whether you’re investigating a single suspicious finding or assessing security posture across your entire organization, the investigation agent provides structured assessments providing risk le...
The new Amazon GuardDuty investigation agent (now in public preview) investigates security findings across your Amazon Web Services (AWS) environment, reducing investigation time from hours to minutes... Whether you’re investigating a single suspicious finding or assessing security posture across your entire organization, the investigation agent provides structured assessments providing risk le...
Custom OS installation now available on AWS DeepRacer devices
TutoSartup excerpt from this article:
With the stock firmware and software, developers couldn’t modify their AWS DeepRacer devices to use the latest operating systems... Now, developers can upgrade or install a custom operating system (OS) by using a newly released bootloader, which extends the life of these hardware devices... These hardware devices, when paired with a cloud environment for training and evaluation of neural network...
With the stock firmware and software, developers couldn’t modify their AWS DeepRacer devices to use the latest operating systems... Now, developers can upgrade or install a custom operating system (OS) by using a newly released bootloader, which extends the life of these hardware devices... These hardware devices, when paired with a cloud environment for training and evaluation of neural network...