chunking strategies for RAG: Experiment-Driven Insights for 2026
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41 results for “Crunk”
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chunking strategies for RAG can improve retrieval quality and cut costs. Discover effective methods and maximize your results.#ai #webdev #automation #abotwrotethis #software #coding #development #engineering #inclusive #community
chunking strategies for RAG: Experiment-Driven Insights for 2026 -
CW: National leader Christopher Luxon poses with child sex offender, shock horror
National and Act have cranked up the rhetoric this week because left-wing candidates spoke with gangs. That tactic has backfired because endless photos exist of Nat MPs doing exactly the same thing.
So for no particular reason, here's a photo of Christopher Luxon posing with convicted child sex offender Roger Buchanan.
National's vetting process is still lax. Buchanan was convicted in 2021, yet National still appointed him to their Palmerston North electorate committee.
And of course everyone remembers David Seymour protecting paedophile Tim Jago when he was Act party president.
People in glasshouses etc.
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Before you crank up the thermostat, try these tips to keep your house warmer for longer
Make draught excluders from socks, leave your oven door open after cooking and opt for lots of thin layers of clothing to stay warm.
https://www.bbc.co.uk/news/articles/cqr7yeed1ed7o?at_medium=RSS&at_campaign=rss
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#BBC #News Before you crank up the thermostat, try these tips to keep your house warmer for longer https://w.st/37jbH
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Feels like a huge chunk of time of each review of the iPhone Duo being published right now is gonna be worthless since they were all made before third party apps were even able to support the device.
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A big chunk of how the Polylane team builds software now happens in Slack, with agents fixing, reviewing, and arguing over PRs. Boris Tane on why the next step is closing the loop on what happens after code hits production.
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Maria Popova: "An absurd proposal to give russia a chunk of Ukraine, pretend that the war didn't happen, and return to the structural conditions that made it happen in the first place-- economic interdependence w imperialist russia and no security guarantees for its neighbours."
#Trump #Russia #Ukraine #EconomicInterdependence #SecurityGuarantees #RussianImperialism #RussoUkraineWar #RussiaUkraineWar
https://www.pravda.com.ua/eng/news/2026/10/23/8059391/ -
Tinned mackerel, hand-crank radios and bags for poo: crisis-prepping guides around the world https://www.theguardian.com/society/2026/oct/23/tinned-mackerel-hand-crank-radios-and-bags-for-poo-crisis-prepping-guides-around-the-world #EmergencyPlanning #ClimateCrisis #Europe #France #Environment #Society #WorldNews #Germany #Cybercrime
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Tinned mackerel, hand-crank radios and bags for poo: crisis-prepping guides around the world
By Ajit NiranjanUK allies have long urged people to stockpile supplies for a crisis. How are people from France to Australia being advised to prepare?
#Emergencyplanning #Climatecrisis #Europe #France #Environment #Society #Worldnews #Germany #Cybercrime #TheGuardian #AjitNiranjan
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PHP blames supply chain security biz Chainguard for putting huge chunks of the web at risk https://www.theregister.com/security/2026/10/22/php-blames-supply-chain-security-biz-chainguard-for-putting-huge-chunks-of-the-web-at-risk/5304611
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PHP blames supply chain security biz Chainguard for putting huge chunks of the web at risk
PHP developers have accused software supply chain security shop Chainguard of effectively revealing critical bugs in the open-source…
#NewsBeep #News #Headlines #UK #UnitedKingdom
https://www.newsbeep.com/779848/ -
Streaming calls to OpenAI-compatible endpoints hide finish_reason until the final chunk — here is how to catch truncation before your users do.#python #ai #programming #llm #software #coding #development #engineering #inclusive #community
Your Kimi K3.1 Pro Responses Truncate Silently -
I had a lot of blocks of sand lying around after clearing out a huge chunk of Palette Town's beach.
What to do with those extra sand blocks?
Let's make a sand castle!!
I built a big one that up to 4 'Mons can move into. I still need to add in some furniture on the inside. Maybe I can pull some of the summer-y furniture from the Feebas event.
Still thinking about it...and about who I'd want to move into this place :ablobfoxhyperthinking:
#Pokemon #PokemonPokopia #ぽこあポケモン #VideoGames #NintendoSwitch2 #Nintendo #NintendoSwitch #CozGyames #CozyGamer #CozyGaming #PokopiaBuilds
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I was annoyed at todoman being slow, clunky, buggy, and having ancient UI, among other things. Planning to do a complete rewrite in rust. Same license, some bug fixes, and a cleaner UI, and maybe more features. Possibly also overengineer it to no extent.
Are people interested in hearing about this?
I'm gonna post anyways though -
Louder Sound 🤘 Halestorm's Lzzy Hale picks her five essential guitar albums: Halestorm's Lzzy Hale introduces the albums that make her crank up the amp and play http://dlvr.it/TW2lWZ LinkInBio for More 🤘 #LouderSound #heavymetal #metal
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A United Polaris meal when the service was fairly new. Chunks of braised beef, with some vegetables. The tableware is a nice touch, but the presentation is lacking, and I don't recall it tasted particularly remarkable
#travel #food #airplanes #airplanefood -
🍭 EVE.L’s sassy pop single “SUGAR EATER” holds its own next to G-Dragon, Doja Cat, ADÉLA, and BLACKPINK. Voice full of character, beats to crank up. Stream it now! 🎧🔥 #Pop #Music #News
🔗 https://www.electrowow.net/eve-l-has-you-hooked-on-sassy-pop-with-sugar-eater
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There's an interesting thing I've noticed about myself with the onslaught of hard-to-read AI prose seemingly everywhere. I am historically a rules lawyer (in my head, not out loud) about grammar and spelling, silently judging folks for ugly or clunky prose. AI writing has softened my position on this issue. LLMs write with excellent grammar, but they have no intention, so they can't ever really get to the point. They don't want anything, so there is no point to anything they say. They are generally bad writers because of it.
My fixation when reading now is on whether there is a clear point, something the author wants me to get, not whether the grammar is nice or the spelling is good.
I think this is telling me that I, and you, shouldn't use AI even to edit and definitely not to write. I suspect it makes your writing worse even while making it more grammatically defensible to an English teacher.
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It doesn’t feel early, it is early. Next stop #Broncos at #Cardinals. Hefty chunk of #BroncosCountry on the flight. A lot of orange and blue.
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Rare archival footage tours the CompUSA NYC store in November 2000
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Discord disussion of my Lovecraftian #Playdate horror game OUTSIDE PARTIES coming up!
On Saturday/tomorrow, join the Crank Collective channel in the Uncrank’d Discord for the open chat, and/or join me there for a live discussion Sunday at 2pm US Eastern time: https://discord.gg/hQ76Xx833H
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19. DRY (Don’t Repeat Yourself) matters much less in tests than it does in production code. Readability of an individual test file is more important than maintainability (breaking out reusable chunks). That’s because tests are executed and read individually rather than themselves being part of a larger system. Obviously excessive repetition means reusable components can be created for convenience, but it’s much less of a concern than it is for production.
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CW: #ThreeGoodThings, work
1. Started my first Atelier game - #Ayesha. I'll try using a controller tomorrow, as it feels a bit clunky playing it with keyboard.
2. Steady progress with knowledge building task at work.
3. New #JoJo episode was interesting, even though it was mainly backstory.
#ThreeGoodThings -
19. DRY (Don’t Repeat Yourself) matters much less in tests than it does in production code. Readability of an individual test file is more important than maintainability (breaking out reusable chunks). That’s because tests are executed and read individually rather than themselves being part of a larger system. Obviously excessive repetition means reusable components can be created for convenience, but it’s much less of a concern than it is for production.
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Don't miss my husband's series of gross-out humor fantasy books, now available at A mazon! In THE SIFILLIS STORIES, movie-loving tween Soda and her BFF Chunks the Chunks Golem have occasionally gross adventures with a cavalcade of freaky friends! http://amazon.com/author/zachariahmsmith #author #authors #story #stories #fantasy #fantasystory #fantasystories #grossouthumor #funnybook #comic #comical #gross #hilarious #tweenhumor
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“Until yesterday, I had no idea PHP existed,” states the BBC’s cyber correspondent, on the day critical PHP flaws took chunks of the internet offline. https://hackernoon.com/ai-hype-php-and-the-illusion-of-expertise-in-tech-journalism #cybersecurity
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In Lost in the Middle, GPT-3.5 did worse with 20 docs than with none when the answer sat mid-prompt. Measure your dead zone, reorder chunks, gate tokens.#ai #python #machinelearning #tutorial #software #coding #development #engineering #inclusive #community
Lost in the Middle: Find Your LLM's Context Dead Zone and Fix It Before the Call -
#Gizmodo:
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A Minnesota Farmer Found an 11-Foot Metal Object in His Cornfield. It Came From Space
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"Meanwhile, another chunk of suspected rocket debris turned up in Indonesia."22.10.2026
#China #Indonesia #LandSpace #Minnesota #Pollution #Raumfahrt #SpaceFlight #SpaceJunk #Umweltverschmutzung #USA #Weltraummüll #Weltraumschrott #ZQ2E
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Most RAG pipelines embed everything first and filter by permission second. We argue for the reverse order: classify, tag at the chunk level, then gate retrieval before similarity search ever runs.
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Stop debating RAG vs Fine-Tuning. Enterprise AI requires both.
Our hands-on MLOps implementation guide covers:
🧩 Semantic Chunking: Local BGE-M3 embeddings with zero egress
⚙️ 4-Bit QLoRA: BitsAndBytes + PEFT to prevent GPU OOM crashes
🛡️ Security Defense: Sanitizing indirect prompt injection (OWASP LLM01)
🚀 Bare Metal Speed: Zero cloud API taxes & unmetered NVMe