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Ka whakaingoatia te pūkete
E whakapāpā ana i tō tātau tono...
Ka tangohia ngā kī kī mai i tētahi kupu me te AI wātea. SEO me te tātaritanga ihirangi i ngāwari.
He pēhea te whakamahi Ka whakawātea te kupu whakahua
1
Kei roto i tō tou tāuru
Type i te kupu, tuku i tētahi faila, whakaahua rānei i te mea e hiahiatia ana e koe. Kāore he tatau e hiahiatia ana.
2
Ka tirohia te whakatūnga
Ka tukatuka tātau AI i tō tātau tono i roto i ngā wā kotahi mā te whakamahi i ngā tauira pūtake tūwhera pai rawa.
3
Whakahua & tiritiri
Whakataki, tārua, tiritiri rānei i tōna hua. Whakatika noa iho mō te whakamahinga whaiaro, hokohoko rānei.
Ka whakamahia tēnei utauta mā te API
Ka whakamātautau tēnei utauta mai i tōtou waehere. Ko te wāhi mutunga o te REST e ōrite ana ki te OpenAI, te mana tohu-tokona, kāore he SDK tāpiri e hiahiatia ana. Ko ngā utu tohu e ōrite ana ki te whakawhitinga whatunga.
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: ..."}]}'E pā ana ki ngā utauta AI wātea
Ka whakawātea te kupu whakahua — FAQ
Ka tangohia nga kupu me nga kupu whakahuahua nui rawa atu mai i tetahi kupu tuhituhi roa (whakahaere, tuhituhi pukapuka, whakahuahua, whakaahuatanga hua). E rima nga tikanga whakahuahua: (1) SEO ngā kupu kī me te tohu whainga-whakahaere, (2) kaupapa taumata-whakahaere + kaupapa, (3) ngā mea i tapaina - ngā tāngata/wā/ngā whakahaere, (4) ngā tohu tohu-āhua-iti-hōu-hōu-hōu, (5) ngā whakaritenga taupū ā-akoranga. Ko ngā hua i whakahuatia 0-100 e TF-IDF, te auautanga rānei, te āhua o te āhua. Ka kawea hei CSV, TXT, JSON rānei.
He — he 1,500-wāhi kupu i te hua i roto i ~350 ngā tohu i runga i te tauira pūnoa Qwen 3 30B, mārama ki roto i te 2,500 ngā tāngata kore mōhio, 10,000 rānei i te taupū i te rā. Kāore he whakaingoatanga e hiahiatia ana mō tō rātou hua tuatahi.
Ka tangohia e ēnei utauta te raraunga hanganga-whakahaere mo ngā kupu kī e hoatu ana ki a rātou ($99+/mo). Ka mahi tēnei utauta i te āhua rerekē - ka tangohia e ia ngā kupu kī kōwhiria MAI i tō rātou ihirangi, ā, ka whakawātea i to rātau whāinga kimi. Ka taea te whakamahi i tēnei hei kimi i ngā kupu e whakahuatia ana e tō tātau tuhipānui, kātahi ka tāpiri i ēnei ki Ahrefs / Semrush hei arotake i te nui o te rapu i ia marama. He pai te whakakotahi me a rātau pūkete pāpāho-whakahaere.
E toru ngā tikanga whakawhiwhinga: (1) TF-IDF (whakawhirinaki) e whakawhiwhia ana ki ngā kupu pūnoa i roto i TĒNEI tuhinga ā, he āhua kore noa iho i te reo Ingarihi ahuwhānui - te pai rawa mō SEO nā te mea ko ēnei ngā whakaritenga whakawātea. (2) Ko te auautanga rākau e tatau ana i ngā takahanga hāngai - te pai rawa ina hiahia koe ki te kite i te mea e kī ana koe. (3) Ko ngā pūnaha whai tikanga e whakawhiwhia ana e te tata ki te kaupapa matua o ngā tuhinga, ahakoa he kotahi anake te wā e puta ai tētahi rerenga - ko te pai rawa mō te ōritetanga o te kaupapa.
Ko te n-gram he raupapa ā-rohe o ngā kupu N. He 2-gram te "whakarerekē ā-wā". He 3-gram te "tauira mōhiotanga ahuwhenua". Ka whakawhitia ngā tātai hei tango i ngā 1-gram anake (ngā kupu kotahi pēnei i te "whakarerekētanga"), 2-gram (ngā kupu matua pēnei i te "whakarereke waro"), 3-gram rānei (ngā kōruru roa pēnei i te "whakarereke waro"). Ko te nuinga o ngā rerenga mahi SEO e hiahiatia ana he 2+3-gram — he maha ngā kupu kotahi.
He — ka tangohia e te rārangi whakatūnga pūnoa "te", "me", "o", "he", ērā atu mea i roto i ngā reo 14. Ka taea e koe te tāpiri i ngā kupu whakatūnga ā-ringa mā te āpure "Wāhua ki te whakakore" — he whai hua mō te whakakore i tō tātou ingoa tatauranga, ngā waehere hua, te ture rānei e whakahaua ai ngā hua.
E whakawātea ana a Google i ngā pātai e te take o te kaimahi: mōhiohio ("he aha te X"), whakatere ("pātaka ā-kāwanatanga nike"), hokohoko ("ngā kākahu rerekē pai rawa 2026"), whakawhitiwhitinga ("te hoko ā-rangi"). Ko te utauta e tohu ana i ngā kupu kī i tangohia me te whāinga tērā pea e mōhio ana ki te āhua o tō tātau tuhipānui mō ngā kaimātai, ngā kaihokohoko, ngā rapu whakawhitiwhiti hāngai rānei. He mea nui ki te whakawhāiti i ngā ihirangi me ngā āhuatanga SERP.
99 reo mā te tauira Qwen 2.5. Ko te āhuatanga tiketike rawa i runga i te reo Ingarihi, Paniora, Wīwī, Portuguese, Tiamana, Hainamana, Hapanihi. He iti iho pea te āhua o ngā reo pūtake iti iho, engari ka iti iho pea te whakawāteatanga 3-rau — ka hoki ki te 1+2-rau mō te Arabic, Hindi, Turkish, ērā atu.
E haere ana te UI i tētahi kupu i tētahi wā. Mō te whakawātea nui, ka whakawātea te /v1/chat/ API ki roto i tētahi tuhipānui Python — whakawātea i runga i tō tātou CMS, POST ia tinana tuhipānui, ka whakawātea i te JSON. Whakawhiwhinga, 1,000 ngā whakarongo / wā i ngā pūkete wātea, ngā tepe tiketike ake i ngā pro. Docs i te /api/.
Ko RAKE me YAKE he hātepe papatono ā-tuhituhi - tere, engari he mārō i runga i te āhua o te āhua o te āhua (e ngaro ana rātau i te "whakahaeretanga hangarau" mēnā e kī ana te tuhinga "whakahaeretanga hangarau" engari kāore i te "haere"). KeyBERT e whakamahi ana i ngā whakarārangi BERT - he pai ake te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o te āhua o
I roto i ngā aratau auau me te TF-IDF, ā, ka taea te whakawātea i ia kupu whakahua mai i te kupu taketake, me te huringa whakarerekētanga iti rānei. I roto i te aratau whai tikanga, ka hoki pea te tauira ki tētahi putanga kuputuhi whakahaere ("pūtautau" ahakoa e kī ana tōtou kupu "whakahauhau ki te kaitiaki pūtautau"). Ko te aratau ā-akoranga e manakohia ana e te kuputuhi whakahaere.
He — POST ki /v1/chat/ me te whakahau pūnaha ōrite e hanga ana tēnei pātaka (tirohia te pūtake tauira mō te whakahau tika). Ka hoki mai i te JSON hanganga. Pai mō ngā papatono tohuāhuahua ihirangi, ngā tāpiri CMS rānei. Whakatika, ngā tepe marama. Ka whakahuatia i te /api/.
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