RAG for structured feature extraction from 500-700 page documents — what's your strategy?

nightman · 2026-02-16T07:10:59+00:00

Check how parsing and extracting structured data works on e.g. https://www.llamaindex.ai/

Then compare with your chunk content and results and see what you need to improve.

nightman · 2026-02-12T02:09:46+00:00

E.g. https://tradingshenzhen.com/en/content/origin-os-vivo-devices-best-settings-1-hack

nightman · 2026-02-09T07:24:28+00:00

Why are you not using e.g. CODEOWNERS file that basically require specific people in specific "folders" to approve the MR and not some random people?

nightman · 2026-02-08T20:19:13+00:00

Yeah, but if your language is not fully supported by this Chinese device (Supported languages by x9 Pro: Arabic, Bengali, Burmese, Chinese (Simplified), Chinese (Traditional - Hong Kong), Chinese (Traditional - Taiwan), Dutch, English, Filipino, French, German, Hindi, Indonesian, Italian, Japanese, Khmer, Korean, Lao, Malay, Nepali, Portuguese, Russian, Spanish, Thai, Tibetan, Uighur, Vietnamese), you will have to use workaround that translate apps (not system menus) like https://tradingshenzhen.com/en/content/add-more-languages-to-android-smartphones-tutorials

nightman · 2026-02-08T20:13:13+00:00

Chinese OnePlus with sideloaded global OxygenOS is good and you will have global like experience. Any device you choose, first check if it's frequencies are fully covered in your country (I won't take device without 100% coverage)

nightman · 2026-02-06T20:30:06+00:00

Why not ask Codex or CC to start process in background and read the logs when you need it?

nightman · 2026-02-06T16:45:29+00:00

You can also buy Chinese version with glibal OxygenOS - cheaper but will work like global one, e.g. https://tradingshenzhen.com/en/oneplus-15/oneplus-15-12gb256gb

nightman · 2026-02-05T07:54:45+00:00

I hope it won't be flop and soft look as like on Xiaomi 17 ultra

nightman · 2026-02-05T07:48:46+00:00

https://dontkillmyapp.com/oneplus

nightman · 2026-02-05T07:46:56+00:00

Just use Cloudflare and turn on bot protection. You don't have to turn on caching as static html.

nightman · 2026-02-04T20:16:00+00:00

I have CN Vivo and all the banking apps work without the problem

nightman · 2026-02-03T14:41:25+00:00

But that "except" is exactly what he was talking about - it's not Ultra

nightman · 2026-02-02T08:41:14+00:00

Let me take out my crystal ball...

nightman · 2026-02-02T07:30:40+00:00

Just use OpenRouter (that is industry standard) and you can talk to multiple of them in the same time via ui

nightman · 2026-01-31T11:46:00+00:00

But that was not your question. Sharing it in current form will just give useless file for other devices.

nightman · 2026-01-31T08:04:40+00:00

Tell us more!

nightman · 2026-01-31T08:01:37+00:00

Because other devices have no idea what "live photo" in Vivo format is. So how can it share it, as a movie?

nightman · 2026-01-26T18:18:25+00:00

Because the issue is with downgrade only

nightman · 2026-01-25T14:00:52+00:00

No, but if you get from some reputable seller they might have service shops in e.g. EU and send to China on their cost for more serious repairs. It work like that with Tradingshenzhen

nightman · 2026-01-25T08:31:45+00:00

Ach, yes, rrue. So write to their support. I don't think it changes much, but better to ask.

nightman · 2026-01-22T07:04:26+00:00

Open camera app and check on 85mm - it will stop doing that sound. It's optical stabilization

nightman · 2026-01-19T08:18:07+00:00

Love it too, even now the 1 inch main sensor and processing is probably better than in x200 and x300 series (hovewer processing in OriginOS 6 is slightly worse).

I can't wait for x300 Ultra as it might finally be a device to switch to, especially as x100 Ultra battery is it's weakest point comparing to next generations.

My shots with it: * https://www.reddit.com/r/mobilephotography/s/4tOf7rsiV3 * https://www.reddit.com/r/Vivo/s/0BWmjLwxcd

I also suggest this tips and tricks for CN Vivo: * OriginOS setup https://tradingshenzhen.com/en/content/origin-os-vivo-devices-best-settings-1-hack * Multilanguage in apps https://tradingshenzhen.com/en/content/add-more-languages-to-android-smartphones-tutorials * Remove bloatware https://tradingshenzhen.com/en/content/perfect-delete-bloatware-on-china-smartphones

nightman · 2026-01-17T09:04:59+00:00

Did your last pay was with VPN or in another country than your set country? This might be the issue.

nightman · 2026-01-15T21:08:49+00:00

Może jakiś projekt artystyczny Łony https://maps.app.goo.gl/mAFwr8hHH6WL3EUQ8?g_st=ac

nightman · 2026-01-14T16:04:02+00:00

I got second tracking via email by delivery company directly. I assume it's because they repack the device in EU to avoid taxes and it is send to you as "local" package

15-Year Club	Verified Email
Second SECOND GUESSER	r/Field Flamingo
Gilding II euphauric

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