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Izixhobo Zokubhaliweyo Isishwankathelo se AI Umbhali we Paraphrase Umshicileli we-AI Umkhangeli WopeloComment Umenzi Wezinto eziphilayo we-AI Umkhangeli zincwadi wemixholo ye-AI Umenzi wombhalo we AI More →

Umkhuphi Wegama elingundoqo

Ukusetyenziswa kwentengiso 380+ iimodyuli Akukho phawu lwamanzi Akukho ubhaliso lufunekayo
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Igama elingundoqo eli scored yi SEO relevance - into ofuna uku target kwi blog post okanye iphepha lemveliso. Iquka ukukhangela uluhlu lwenjongo.
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Ubhaliso

Isicelo sakho siqhubekeka...

Ikhupha amagama aphambili kuwo nawuphi na umbhalo nge-AI ekhululekileyo. SEO kunye nohlalutyo lwemixholo eyenziwe lula.

Indlela yokusebenzisa Umkhuphi Wegama elingundoqo

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 isixhobo sisebenze ngokuzenzekelayo ukusuka kwikhowudi yakho. I-REST ehambelana ne-OpenAI-ehambelanayo, i-Bearer-token auth, akukho SDK efunekayo. Iindleko ze-Token zihambelana nothungelwano lwe-web.

Uxwebhu lwe-API Fumana Isitshixo se API 
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": "Summarize this: ..."}]}'

Izixhobo ze-AI ezikhululekileyo ezihambelanayo

Izixhobo Zokubhaliweyo
Isishwankathelo se AI
Umbhali we Paraphrase
Umshicileli we-AI
Umkhangeli WopeloComment
Umenzi Wezinto eziphilayo we-AI
Umkhangeli zincwadi wemixholo ye-AI
Umenzi wombhalo we AI

Umkhuphi Wegama elingundoqo — FAQ

Ikhupha amagama abalulekileyo kunye neefrasi ukusuka nakweyiphi na fomu ende yombhalo (inqaku, iposi ye blog, ushicilelo, inkcazelo yemveliso). Iindlela zokukhupha ezisixhenxe: (1) Igama eliphambili le SEO ngegama lokugqitha lokuphendla, (2) isihloko esiphezulu + isihloko, (3) iindidi ezibizwa- ngegama - abantu/ iindawo/ amaqela, (4) i-tag-style lowercase- hyphen- joined tags, (5) iimpawu zesalathisi semfundo. Iimpumelelo zi scored 0- 100 nge TF- IDF, ukuphindaphinda okubi, okanye ubudlelwane obunolwazi. Rhweba ngaphandle njenge CSV, TXT, okanye JSON.

Ewe - 1,500- igama inqaku i extracts kwi ~ 350 tokens kwi Qwen 3 30B imodeli engagqibekanga, ngokukhululekileyo ngaphakathi 2,500 anonymous okanye 10,000 ubhaliso- phezulu imihla ngemihla pool. Akukho ubhaliso ifunekayo kwi kuqala yakho extract.

Ezi zixhobo zitsala i-data yokukhangela-ubukhulu bokukhangela ophilayo kwigama eliphambili olibanika lona ($ 99 + / mo). Eli sixhobo sisenza okufanayo - sikhupha amagama aphambili akhethiweyo UKULUNGISA okuqukethwe kwakho kwaye sihlalutye ukufuna kwabo. Ukuhamba komsebenzi: sebenzisa le nto ukufumana ukuba zeziphi izivakalisi inqaku lakho sele liphawula, ke ucofe ezo kwi-Ahrefs / Semrush ukukhangela ubungakanani bokukhangela benyanga. Iiparele zihle kakhulu ngee-keyword ezikhululekileyo-iimpazamo.

Iindlela ezintathu zokubala: (1) TF- IDF (emiselweyo) inikezela ngamagama aqhelekileyo kulo uxwebhu NAkwigama eliqhelekileyo ngesiNgesi - elihle kwi SEO kuba ezi zizinto ezichaphazelayo. (2) Ukuphindaphinda okugqithisileyo kubala iziganeko ngokuthe ngqo - elihle xa ufuna ukubona into othethayo kakhulu. (3) Ubuchule bokuthetha bubala ngokufutshane kwi uxwebhu oluphambili lwethesis nokuba isiqwenga sivela kuphela kabini - elihle kuqwalaselo oluphambili.

I-n-gram yinkqubo eqhubekayo yegama eli-N. "utshintsho lwemozulu" yi-2-gram. "imodeli yengqondo eyenziweyo" yi-3-gram. Tshintsha i-chips ukuze uthathe kuphela i-1-grams (amagama athile njenge "photosynthesis"), 2-grams (iimvumi eziphambili ezinjenge "carbon footprint"), okanye i-3-grams (umlomo omde njenge "carbon footprint calculator"). Ininzi ye SEO yokuhamba komsebenzi ifuna i-2+3-grams - amagama athile aqhelekileyo kakhulu.

Ewe - uluhlu lokumisa olumiselweyo lususa "i", "kwaye", "ye", "yi", njl. njl. kwiilwimi ezili-14. Ungadibanisa amagama okumisa akhethekileyo nge "Amagama okuyeka" indawo - esebenzayo yokususa igama lakho lebrand, ikhowudi yemveliso, okanye ikhowudi ye-boilerplate legalese enokuthi i domine iziphumo.

Google iquka izicelo ngokusekwe kwinjongo yomsebenzisi: ulwazi ("ntoni uX"), ulawulo ("ivenkile esemthethweni ye-nike"), intengiso ("iinwele ezilungileyo zokuqhuba 2026"), urhwebo ("thenga i-air max kwi-intanethi"). Isixhobo siphawula amagama akho aphambili afunyenwe ngenjongo enokuthi ukuze ukwazi ukuba inqaku lakho kufuneka libeke abaphandi, abathengayo, okanye ukukhangela umgca ohambayo. Kubalulekile ukudibanisa imixholo kunye nemisebenzi ye-SERP.

99 iilwimi nge Qwen 2. 5 imodeli ephantsi. Ubunjani obuphezulu kwisiNgesi, isiSpanish, isiFrentshi, isiPutukezi, isiJamani, isiTshayina, isiJapani. Iilwimi eziphantsi-zomthombo zisebenza kodwa 3-gram ukubophelela kungabi namandla — buyela umva kwi 1+2-grams ye-Arabic, Hindi, Turkish, njl.

UI iqhuba umbhalo omnye ngexesha. Ukukhupha okuninzi uqhagamshela i / v1/ incoko/ API kwi Python iskripthi - phinda ngaphezulu kwe CMS yakho yokurhweba ngaphandle, UTHENGA isiqu senqaku ngalinye, khupha i JSON. Ugunyaziso lomthwalo, 1, 000 unxulumano/ iyure kwi akhawunti ekhululekileyo, amaxabiso aphezulu kwi pro. IiDoc kwi / api /.

RAKE ne YAKE zii algorithms zesiNgesi eziqhelekileyo - ezikhawulezayo kodwa ezibuthathaka kwi-semantic nuance (zilahleka "inkqubo yokuqalisa iteknoloji" ukuba uxwebhu luthi "inkqubo yokuqalisa iteknoloji" kodwa hayi "iteknoloji" kuphela). KeyBERT isebenzisa i-BERT embeddings - umgangatho ongcono we-semantic kodwa ucothayo kwaye ufuna ukufakwa. TextRank isekelwe kwigraph. Indlela yethu isebenzisa i-7B- parameter LLM eyenza yonke into engaphezulu kwe-zero-shot kunye nokukhangela-ukucinga kohlobo - isantya esiphantsi kwifowuni kodwa ucwangciso lwe-zero, simahla, kwaye akukho ML engineering efunekayo.

Kwindlela yokuphindaphinda ne TF- IDF, ewe - igama eliphambili ngalinye livela kumbhalo wombhalo okanye ngento encinci yetshintsho lokuguqulela. Kwindlela yobume- obunxulumeneyo imodeli ingabuyisela uguqulelo lwegama elilawulwayo ("pulmonology" nokuba umbhalo wakho usithi "utyelelo logqirha weentlungu"). Inkqubo yegama elinzululwazi likhetha igama elilawulwayo.

Ewe — UTHENGA kwi /v1/chat/ ngenkqubo efanayo ecela le phepha ikwakha (jonga i-template source ye-prompt echanekileyo). Ibuyisela i-JSON eyenziwe kakuhle. Elungileyo kwi-dashboards ye-isihloko-senkqubo okanye i-CMS plugins. Ugunyaziso lomthwalo, amava enyanga. IiDoc kwi /api/.

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