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The Parallel Search API

https://parallel.ai/blog/introducing-parallel-search
35•lukaslevert•2h ago

Comments

BinaryIgor•2h ago
Interesting, but I'm not totally convinced that searching for LLMs is different than for us (humans). In the end, we both want to get information that's relevant to our query (intent). Besides, I wonder whether there will be able to convince big players like OpenAI to use them, instead of Google Search with its proven record :)
nahnahno•1h ago
The fact that GPT-4.1 was the judge does not convince of the validity of the bench.
tacoooooooo•1h ago
it's an odd choice. I'd be curious why they picked that. it's not the cheapest, most expensive, best, or worst.

It does have a relatively large context window, and ime is very good at format adherence

ripped_britches•50m ago
It’s probably just that they started before gpt 5 was released. It’s a good judge.
hartator•1h ago
Congrats on the launch!
aabhay•1h ago
The latency of 5s for the basic tier search request is very confusing to me. Is that 5s per request or 5s per 1k requests? If it is indeed 5s per request that seems like a deal breaker
bfeynman•1h ago
the need for more web search indices is indeed dire given landscape with agents and providers turning into walled gardens means that independent ones are definitely going to be needed, but just seems insurmountable when building actual index is so costly. Maybe just purely pareto efficient of serving 80% of requests or something is good enough.
apsurd•1h ago
Human | AI toggle is cool.

Obligatory: information-dense format is valuable for humans too! But the entire Internet is propped up by ads so seems we can't have nice things.

riskable•57m ago
I've been saying for quite some time now that AI is going to kill the traditional (free) search engine. This is just another nail in the coffin.

When an AI searches google.com for you, the ads never get shown to the user. Search engines like kagi.com are the future. You'll give the AI your Kagi API key and that'll be it. You won't even need cloud-based AI for that kind of thing! Tiny, local models trained for performing searches on behalf of the user will do it instead.

Soon your OS will regularly pull down AI model updates just like it pulls down software updates today. Every-day users will have dozens of models that are specialized for all sorts of tasks—like searching the Internet. They won't even know what they're for or what they do. Just like your average Linux user doesn't know what the `polkit` or `avahi-daemon` services do.

My hope: This will (eventually) put pressure on hardware manufacturers to include more VRAM in regular PCs/consumer GPUs.

gethly•33m ago
> AI is going to kill the traditional (free) search engine

Yes, this has been issue for for many content creators. I predict that because of this, a lot of internet will get behind a paywall. I run one, so I hope the future is bright, but overall this is very bad for the internet because it was never intended to be used this way. Sure, it will be great for users to save unimaginable amount of time searching manually, but if websites lose traffic, well...that is the end of the internet as we know it.

stephantul•32m ago
I fully agree, except that I think this will still be a very “power user” thing. Perhaps this is also what you mean because you reference Linux. But traditional search will be very important for a very long while, imo
gm678•54m ago
Same pricing as Google search APIs, for what it's worth
tcdent•43m ago
Search accuracy, when used in the context of an agent, is so important because when you are delivered search results which are incorrect, the agent tends to interpret them as fact because they come from a "credible" source. So, this is very much an industry that still has plenty of room for improvement, and I'm excited to see how this product performs.
hubraumhugo•10m ago
Interesting to see new players like Exa and Parallel building their own search indexes for LLMs without providing an actual search engine. Is the demand for search results overall growing? Or why wouldn't people just use the Gemini or Perplexity APIs, which already maintain their own indexes for search?

Kimi K2 Thinking, a SOTA open-source trillion-parameter reasoning model

https://moonshotai.github.io/Kimi-K2/thinking.html
336•nekofneko•4h ago•112 comments

Swift on FreeBSD Preview

https://forums.swift.org/t/swift-on-freebsd-preview/83064
100•glhaynes•2h ago•48 comments

ICC ditches Microsoft 365 for openDesk

https://www.binnenlandsbestuur.nl/digitaal/internationaal-strafhof-neemt-afscheid-van-microsoft-365
334•vincvinc•2h ago•91 comments

Open Source Implementation of Apple's Private Compute Cloud

https://github.com/openpcc/openpcc
294•adam_gyroscope•1d ago•54 comments

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https://priorlabs.ai/technical-reports/tabpfn-2-5-model-report
33•onasta•1h ago•5 comments

The Parallel Search API

https://parallel.ai/blog/introducing-parallel-search
35•lukaslevert•2h ago•14 comments

LLMs Encode How Difficult Problems Are

https://arxiv.org/abs/2510.18147
16•stansApprentice•1h ago•0 comments

I analyzed the lineups at the most popular nightclubs

https://dev.karltryggvason.com/how-i-analyzed-the-lineups-at-the-worlds-most-popular-nightclubs/
117•kalli•6h ago•60 comments

What if hard work felt easier?

https://jeanhsu.substack.com/p/what-if-hard-work-felt-easier
23•kiyanwang•1w ago•5 comments

FBI tries to unmask owner of archive.is

https://www.heise.de/en/news/Archive-today-FBI-Demands-Data-from-Provider-Tucows-11066346.html
427•Projectiboga•3h ago•238 comments

Eating stinging nettles

https://rachel.blog/2018/04/29/eating-stinging-nettles/
129•rzk•7h ago•127 comments

Senior BizOps at Artie (San Francisco)

https://www.ycombinator.com/companies/artie/jobs/gqANVBc-senior-business-operations
1•tang8330•2h ago

Ratatui – App Showcase

https://ratatui.rs/showcase/apps/
673•AbuAssar•16h ago•189 comments

Benchmarking the Most Reliable Document Parsing API

https://www.tensorlake.ai/blog/benchmarks
12•calavera•1h ago•9 comments

Springs and Bounces in Native CSS

https://www.joshwcomeau.com/animation/linear-timing-function/
37•Bogdanp•1w ago•3 comments

Mathematical exploration and discovery at scale

https://terrytao.wordpress.com/2025/11/05/mathematical-exploration-and-discovery-at-scale/
194•nabla9•10h ago•84 comments

Show HN: See chords as flags – Visual harmony of top composers on musescore

https://rawl.rocks/
89•vitaly-pavlenko•1d ago•19 comments

Cloudflare Tells U.S. Govt That Foreign Site Blocking Efforts Are Trade Barriers

https://torrentfreak.com/cloudflare-tells-u-s-govt-that-foreign-site-blocking-efforts-are-digital...
253•iamnothere•6h ago•150 comments

Mark Zuckerberg Had Illegal School at His Palo Alto Compound. Neighbors Revolted

https://www.wired.com/story/mark-zuckerberg-school-palo-alto-shut-down/
31•randycupertino•30m ago•12 comments

How often does Python allocate?

https://zackoverflow.dev/writing/how-often-does-python-allocate/
58•ingve•4d ago•41 comments

Australia has so much solar that it's offering everyone free electricity

https://electrek.co/2025/11/04/australia-has-so-much-solar-that-its-offering-everyone-free-electr...
208•ohjeez•4h ago•160 comments

IKEA launches new smart home range with 21 Matter-compatible products

https://www.ikea.com/global/en/newsroom/retail/the-new-smart-home-from-ikea-matter-compatible-251...
211•lemoine0461•6h ago•163 comments

Show HN: qqqa – A fast, stateless LLM-powered assistant for your shell

https://github.com/matisojka/qqqa
87•iagooar•8h ago•73 comments

Supply chain attacks are exploiting our assumptions

https://blog.trailofbits.com/2025/09/24/supply-chain-attacks-are-exploiting-our-assumptions/
23•crescit_eundo•4h ago•8 comments

Pico-100BASE-TX: Bit-Banged 100 MBit/s Ethernet and UDP Framer for RP2040/RP2350

https://github.com/steve-m/Pico-100BASE-TX
66•_Microft•6d ago•11 comments

I may have found a way to spot U.S. at-sea strikes before they're announced

https://old.reddit.com/r/OSINT/comments/1opjjyv/i_may_have_found_a_way_to_spot_us_atsea_strikes/
207•hentrep•15h ago•275 comments

How I am deeply integrating Emacs

https://joshblais.com/blog/how-i-am-deeply-integrating-emacs/
181•signa11•12h ago•123 comments

Phantom in the Light: The story of early spectroscopy

https://chrisdempewolf.com/posts/phantom-in-the-light/
5•dempedempe•1w ago•0 comments

End of Japanese community

https://support.mozilla.org/en-US/forums/contributors/717446
874•phantomathkg•17h ago•676 comments

Solarpunk is happening in Africa

https://climatedrift.substack.com/p/why-solarpunk-is-already-happening
1097•JoiDegn•23h ago•534 comments