Umkhuphi Wephepha Lemfundo
Ukusetyenziswa kwentengiso
380+ iimodyuli
Akukho phawu lwamanzi
Akukho ubhaliso lufunekayo
Imodeli:
+ GPT-5, Claude, Gemini
I-arXiv iprinta ngaphambili, iphepha lephephandaba, okanye isahluko sethesis - i-AI iguqula ibe ngumbhalo ococekileyo we-LaTeX-flavored. Ii-equations ze-mathematics zihlala njengee-equations, ubeko lwe-multi-column luya kwenziwa, izicatshulwa zigcinwa. Isebenza nge Meta Nougat-base.
Ukufunda ii-equations + ukujika-jika kweekholam… ~10 sec/page
Iinketho eziphambili
I-Result
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Ubhaliso
Isicelo sakho siqhubekeka...
Thumela umbhalo + ii-equations ngaphandle kweencwadi ze-arXiv, ii-journals, kunye neethesis. Ii-equations ze-mathematics ziguqulwa kwi-LaTeX, ubeko lwemihlathi emininzi luyasuswa, izicatshulwa zigcinwa. Isebenza nge Meta Nougat. Ikhululekile, akukho ubhaliso.
Indlela yokusebenzisa Umkhuphi Wephepha Lemfundo
1
Faka ingxelo yakho
Ngenisa umbhalo, ulayishe ifayili, okanye ucacise ofuna ukuyenza. Akukho akhawunti ifunekayo.
2
Cofa ukudala
I-AI yethu iqhubekekisa isicelo sakho ngemizuzwana usebenzisa imodeli elungileyo yomthombo ovulekileyo.
3
Layisha ezantsi & dibanisa
Layisha ezantsi, kopela, okanye udibanise iziphumo zakho. Zikhululekileyo zokusetyenziswa kobuntu bakho noburhwebo.
Sebenzisa le sixhobo nge-API
Yenza ukuba le sixhobo sisebenze ngokuzenzekelayo ukusuka kwikhowudi yakho. I-OpenAI-ehambelanayo REST endpoint, Bearer-token auth, akukho SDK efunekayo. Ixabiso le-token lihambelana nothungelwano lwe-web.
curl -X POST https://api.free.ai/v1/chat/ \
-H "Authorization: Bearer sk-free-..." \
-H "Content-Type: application/json" \
-d '{"model": "qwen7b", "messages": [{"role": "user", "content": "Use the Umkhuphi Wephepha Lemfundo tool on: ..."}]}'Izixhobo ze-AI ezikhululekileyo ezihambelanayo
Umkhuphi Wephepha Lemfundo - FAQ
I-AI iguqula i-PDF ibe ngumbhalo ococekileyo we LaTeX- ofomatiweyo. Ii-equations ze-mathematics zihamba njenge-LaTeX efanelekileyo, ubeko lwemihlathi emininzi luya kwenziwa ukulandela ufundo, kwaye izicatshulwa + uluhlu lobhekiso lugcinwa. Ifakwe ngokukodwa kuhlobo lwamaxwebhu anzululwazi aqinileyo aguqulelwa kwi-pdf.
Isiseko se-Nougat se-Meta - imodeli yokubona-yokukhowuda-yokukhowuda eqeqeshiweyo kumawaka eephepha ze-arXiv. Iphatha iphepha ngalinye le-PDF njengomfanekiso kwaye ivelisa i-Markdown + LaTeX eyenziweyo, leyo yiyo nto ii-equations zidlula ngokuchanekileyo nalapho ziboniswe njenge-raster glyphs kumbhalo ovela kwi-PDF.
Isixhobo sokufaka ifayile (PDF ukuya kwi Markdown) isebenzisa i IBM Granite- Docling - ngokukhawuleza, ubeko- oluziyo, olulungelelanisiweyo kumaxwebhu eshishini ngokubanzi njengemimiselo, iingxelo, iincwadi. I Nougat ihamba phantsi kodwa ingcono kakhulu kwiiphepha zemfundo kuba yaqeqeshwa ngokukodwa kwi math + ubeko lwesayensi lwemihlathi emininzi. Sebenzisa i Docling kuxwebhu lweshishini, i Nougat kuvavanyo.
Ewe - le yimisebenzi ebulalayo. Ii-inline mathematics zibuyela njenge `$... $`, i-equations eziboniswa njenge `$$... $$`. Iyakwazi ukufunda zombini i-LaTeX-eyenziweyo ii-equations ukusuka kwi arXiv inikezelo kunye nee-equations ze raster ezixhotyiswe kwiphepha elidala. Ubunjani bukwinqanaba lokushicilela le ninzi yephepha.
Ewe - i-Nougat ikhupha ngokuzenzekelayo ubeko lwemihlathi emibini / engama-3 ubeko lwemihlathi kuluhlu lokufunda olufanelekileyo. Akukho mbhalo udlulayo phakathi kwemigca phakathi kwemihlathi. Iiphetshana elichazayo zikhutshwa kwiibhloko zephetshana elichazayo kwisiphelo secandelo ngalinye.
Iimarkhi zokuchazwa `[12]` / `(Smith 2020)` zihlala kwilayini. Uluhlu lokubhekisa ekupheleni luya kuphuma lugcinwe nofomati olungenanto, ngoko ungatyhala imveliso kwi Zotero / Mendeley / inkqubo yokwahlula ngezijungqu yokuchazwa ngokwesiko.
Iiyure ezili-15-20 kwiphepha ngalinye kwi-H200 yethu. Iphepha le-10-page le-conference lisebenza kwimizuzu engama-2. Iiphepha ze-survey ezide (iphepha le-50+) zithatha imizuzu engama-8-12 - thumela kwaye uhambe.
300 yee-token ngalinye kwiphepha (igumbi 600). Iphepha le-10 le-conference paper = 3,000 yee-token. Iphepha le-30 le-thesis chapter = 9,000 yee-token. I-pool efumanekayo yosuku ngalunye iquka ufundo lwe-research oluqhelekileyo.
I-ChatGPT/Claude isetyenziselwa ukuchaza iphepha, yenza i-RAG yobuqu ngaphezulu kwe-corpus yephepha, ukukhangela i-semantic kwithala leencwadi lakho, kopela i-equations ngqo kwi-LaTeX project, okanye funda iphepha njengomxholo ocacileyo kwifowuni yakho.
Ewe - i Nougat iyenza i OCR intshukumo yayo. I Born- digital arXiv izinikezelo zingcono (ukubonisa i-equation ecocekileyo); iphepha elidala elishicilelwe lisebenza kakhulu kodwa ukuthembeka kwe-mathematics kuhla. Iimpumelelo ze-mathematics ezilungileyo kwi-scans, phinda ushicilele kwi 300+ DPI phambi kokufaka.
Iqhubekekiswa ngokuzenzekelayo, i LaTeX imveliso yombhalo igcinwa (24h engaziwayo / 7d ihlawulwe ityala- ikhonkco lokupheliswa), umbhalo we PDF ucinywa ngokuchanekileyo emva kokukhupha. Ungasebenzisi ukuqeqesha. / privacy / kwinkqubo epheleleyo.
Ewe — UTHENGA i `fayili` eneenxalenye ezininzi kwi /v1/document/academic-pdf/. Ibuyisela {text_url, amaphepha, ukujonga kuqala, ii-token, share_url}. Ugunyaziso lothumeli (sk-free-…) lunika i-10K yee-token ezikhululekileyo/inyanga. /api/ inemizekelo ye-curl.
Ubhaliso simahla — 30,000 yeetokeni/imini
Yenza i-akhawunti ekhululekileyoAkukho khadi letyala lifunekayo
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