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Why GCP Load Balancers Struggle with Stateful LLM Traffic — and How to Fix It

Deploying LLMs onGCP Load Balancersis like fitting a square peg in a round hole. These models aren't stateless, so skip HTTP, go straight forTCP Load Balancing. Toss in Redis to keep those sessions on a leash. Tweak load balancer settings to dodge mid-stream socket calamities. Embrace the power ofGK.. read more  

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@faun shared a link, 8 months, 3 weeks ago
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It’s not your imagination: AI is speeding up the pace of change

AI takes a victory lap:Mary Meeker revealsChatGPTsnagged 800 million users in a brisk 17 months. Meanwhile, the bean counters cheer as inference costs nosedived 99% in just two years. Profitability? That's still a cliffhanger... read more  

It’s not your imagination: AI is speeding up the pace of change
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Perplexity offers training wheels for building AI agents

Perplexity Labsis your quick-draw tool for crafting apps and digital delights, powered by LLMs likeGPT-4 Omni. It’s a star where others stumble: fast, project-driven tasks. Expect example-heavy insights and real-world project demos. While competitors dawdle, it delivers. Need deep web browsing, code.. read more  

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Want a humanoid, open source robot for just $3,000? Hugging Face is on it.

Hugging Facejust pulled the curtain back onHopeJR, a humanoid robot that swings 66 degrees of freedom—at just$3,000. This price tag shames the $16,000 slapped on Unitree's G1. Together with The Robot Studio, they've created this robot with a dash of Bender's charisma. The kicker? It's fully open-sou.. read more  

Want a humanoid, open source robot for just $3,000? Hugging Face is on it.
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A visual introduction to vector embeddings

OpenAI's text-embedding-ada-002often gets a peculiar itch at dimension 196—vectors peaking awkwardly there. Entertext-embedding-3-small, swooping in to smooth out the distribution. Now, ontosimilarity metrics. For unit vectors, the dot product is your fast friend. It's interchangeable with cosine si.. read more  

A visual introduction to vector embeddings
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AI didn’t kill Stack Overflow

Stack Overflow once buzzed with collective brainpower. But then, it got too wrapped up in reputation points, a full-on leaderboard obsession. This detour dimmed its shine. It turns out, platforms flourish on real teamwork, not just gamified dick measuring contests. As AI sweeps through the coding wo.. read more  

AI didn’t kill Stack Overflow
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From Zero to Hero: Build your first voice agent with Voice Live API

TheVoice Live APIditches the clutter of juggling models. One API call, and voilà—real-time,natural-sounding bots. It’s harnessed over WebSocket, keeping everything sharp and efficient... read more  

From Zero to Hero: Build your first voice agent with Voice Live API
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Using AI to outsmart AI-driven phishing scams

Phishing scamsare growing craftier, employing AI likeFraudGPTto weave through filters and masquerade as real emails, boosting scam rates by70%. AI can unveil sneaky phishing patterns humans miss, but it loves a good panic. It often cries wolf with false alarms and needs a babysitter to adjust to eve.. read more  

Using AI to outsmart AI-driven phishing scams
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We rewrote large parts of our API in Go using AI: we are now ready to handle one billion databases

Tursooverhauled its API withGoand AI, gunning for 1 billion databases. Think big, act smart. They squeezed every byte by adopting string interning. No more in-memory maps—they swapped them for aSQLite-backedLRU cache. The result? Leaner memory usage and hassle-free proxy bootstrapping... read more  

We rewrote large parts of our API in Go using AI: we are now ready to handle one billion databases
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AI agents have access to key data across the enterprise

82% of organizations have AI agents on deck; a mere 44% bother with security policies.That leaves a lot of open doors. A staggering 96% of tech pros are side-eyeing these agents as ticking time bombs, yet 98% plan to unleash more. It's like setting out catnip for hackers. These agents wield power wi.. read more  

AI agents have access to key data across the enterprise
A Magento 2 quote extension allows customers to request a quote for products or services they're interested in purchasing. This extension can be particularly useful for businesses that offer custom or bulk orders, as it allows customers to request a personalized quote rather than paying a fixed price.

With a Magento 2 quote extension, customers can easily add products to their quote request, specify quantities, and provide any additional information or requirements. Once the quote request is submitted, the merchant receives a notification and can review and respond to the request with a custom price quote.

This extension can help businesses streamline their sales process, as it eliminates the need for customers to negotiate prices via phone or email. It can also improve customer satisfaction by providing a transparent and flexible pricing model that meets their specific needs and budget.

By enabling clients to instantly get a product quote, you may increase user interaction and gather quality leads. The premium capabilities of the extension enable you to show the 'Add to Quote' button on particular categories so that clients can see the price estimates of several products at once. Customers who inquire about prices may also leave comments. The 'Add to Quote' button's text and background color can be customized.

Limit the 'Add to Quote' button based on customer groups. Additionally, you may choose to approve and respond to the appropriate quote requests by viewing them all in a single control panel. You may keep the admin and customers properly updated about changes to the requests using email settings.

Overall, a Magento 2 quote extension can be a valuable addition to any e-commerce store, providing an efficient and user-friendly way for customers to request custom or bulk orders and for merchants to respond with personalized quotes.

Features
Basic Qualities
Simply and readily Request for Quote form: Manage requests and enable email notifications

Premium Options
Make a 'Add to Quote' button available for categories.
Add several items to a quote request.
The 'Add to Quote' button can be customized.
Limit Requests for Quotes by Customer Groups
The "Request for Quote" form's comments section Customers can access quote requests in their accounts.