Chii chaitika
Google's Gemini API zvinyorwa zvinotsanangura Gemini 3.5 Nyora, kutaura-kune-mavara modhi yemafaira akaiswa. Peji ino inopa ruzivo rwekushandiswa kwemazwi ezwi neakangwara, kuona mutauro otomatiki munzvimbo dzinopfuura makumi masere neshanu, mazwi echinyakare, dhiyabhorosi yezvitauriri uye zvidhindo zvenguva.
Google's peji inoti iyo Gemini API inoshandura akarodha mafaira ekuteerera kuita zvinyorwa neiyo Gemini 3.5 Nyora modhi, inozivikanwa se gemini-3.5-kunyora. The documented workflow ndeyekuisa odhiyo faira kuburikidza neFiles API, kupfuudza URI yayo kune Interactions API uye kuverenga yakadzoserwa chinyorwa kubva kune interaction.output_text. Iyo peji inosanganisira Python, JavaScript uye REST mienzaniso. Kune chaiyo-nguva, yakaderera- kucherechedzwa kubva kumaikorofoni kana live audio stream, Google inotungamira vanogadzira kune yakaparadzana Live API modhi inonzi gemini-3.5-transcript-live.
Iyo modhi yakanyorwa sekutsigira otomatiki kuzivikanwa mutauro munzvimbo dzinopfuura makumi masere neshanu, kusanganisira akati wandei eChirungu, Spanish, Portuguese, Bengali, Punjabi neChinese. Google inoti modhi inogona kushandura mitauro zvine simba kana vatauri kodhi-chinja mukati kana pakati pemitsara. Vagadziri vanogona kupa BCP-47 macode emitauro kana mutauro uchizivikanwa. Iro peji rinotsanangurawo mazwi echinyakare: anosvika chiuru mitsara inogona kupihwa kune yakarerekera kune yakasarudzika mazwi, acronyms, mazita emhando nemazita chaiwo, kunyangwe Google ichiti mibairo yakanaka inowanzobva mukushandisa mazwi anosvika zana.
Peji inotsanangura maitiro maviri ekunyora. Verbatim modhi ndiyo yakasarudzika uye inoitirwa kuchengetedza zvakataurwa, kusanganisira mazwi ekuzadza, kudzokorora, kumbomira uye kutanga kwenhema. Smart mode inoshandisa post-processing inobvisa disfluency, inogadzirisa kuzviruramisa kwekutaura, inowedzera nyora dzemutauro uye mutsara casing, uye mafomati anotaurwa zvinhu mundima, rondedzero, misi, mari uye nhamba. Muenzaniso weGoogle unoshandura kururamiswa kwekutaura kubva "Chipiri, kwete, Chitatu" kuita musangano weChitatu wakacheneswa. Smart mode haigone kusanganiswa neyemutauri diarization kana izwi-level timestamps.
Google zvakare inonyora mutauri diarization uye izwi-level nguva senge sarudzo mukati meverbatim mode. Diarization inonyora manzwi akasiyana ane zviziviso zvakaita sespk_1 uye spk_2, inotsigira vatauri vasere; kupihwa kwevatauri vatatu kana kupfuura kunotsanangurwa sekuyedza. Mazwi-level timestamps anodzosa kutanga uye kupera maoffsets emashoko anozivikanwa, asi Google inoyambira kuti kuvagonesa kunogona kuderedza kurongeka kwese kwese. Zvikumbiro zveunary zvikumbiro zvinotsigira mafaira ekuteerera kusvika paawa imwe chete, nepo audio processing inogumira kumaminitsi makumi matatu kana diarization kana izwi-level timestamps inogoneswa. Iro peji rakapedzisira kuvandudzwa Nyamavhuvhu 27, 2026, uye inoreva vanogadzira kumwe kunhu kune mitengo, miganho yetokeni uye mafaera-management ruzivo.
Kwakabva mashoko: ai.google.dev ↗
Nei zvichikosha
Zvinyorwa zvinoshandura iyo modhi yakamboziviswa hunyanzvi kuita hunyanzvi hwekuita kune vanogadzira vanovaka zvinyorwa zvekufambisa. Izvo zvakare zvinojekesa kuti chokwadi uye kushanda kunosanganisira tradeoffs: smart transcription haigone kupa mutauri mavara kana timestamps, nepo timestamps inogona kuderedza kunyorwa kwese kwakaringana.
Izvo zvakakosha ndezvekuti Google iri kuratidza kunyorwa senge inogadzirika modhi yekufambisa kwete yekutaura-yekuzivikanwa kwekutaura. Mugadziri anogona kusarudza kuburitsa chaiko kwemarekodhi kana kuongororwa, kana kucheneswa-kubuda kwekuverenga. Mazano emutauro uye mazwi echinyakare anopa mamwe marekodhi ekurekodha ehunyanzvi. Izvo zvinodzora zvinogona kuderedza kucheneswa kwemaoko uye kururamisa mune mamwe mafambiro ebasa, asi sosi haripi kuenzanisa kuyerwa kuyerwa kana humbowo kubva kune zvigadzirwa zvekugadzira.
Manyorerwo emutauri uye nedanho-level nguva zvinonyanya kukosha kune maapplication anoda kutsvaga kurekodha kwete kungoburitsa chidimbu chemavara. Marekodhi anogona kupatsanura majana mukurekodha-vatauri vakawanda, uye zvinobvisa zvinogona kutsigira kutsvaga kana kuwiriranisa neodhiyo. Nekudaro, iwo mavara anoratidza manzwi akasiyana kwete vanhu vane mazita, uye Google inoburitsa pachena kupihwa kwevatauri vatatu kana kupfuura sekuyedza. Chinyorwa chine timestamps chinogonawo kunge chisina kunyatso kurongeka zvichienderana neyambiro yezvinyorwa, kugadzira tradeoff pakati pekufamba uye kuvimbika.
Rutsigiro rwemutauro rwakatsanangurwa papeji inogona kukosha pamisangano yemitauro yakawanda, kubvunzurudza, kurekodha kwevatengi-sevhisi uye dzimwe nhaurirano umo vatauri vanochinja mitauro. Kuziva wega kunoderedza kukosha kwekugadzirisa kurekodhwa kwega kwega pachine nguva, ukuwo macode emitauro anobuda pachena achigona kunatsa mibairo kana mutauro wacho wava kuzivikanwa. Zvakadaro, sosi inogadza Google yakataurwa tsigiro uye hunhu, kwete kuita kwakafanana munzvimbo dzese dzakanyorwa, maredhiyo, mamiriro eruzha kana kodhi-kuchinja mapatani. Chirevo chayo kumataurirwo akasiyana siyana uye ruzha rwekumashure inyaya yekugona, kwete bhenji rakapihwa.
Iyo yakanyorwa miganho inokanganisawo dhizaini yehurongwa. Marekodhi marefu anogona kuda faira-upload kubata, uye nekuwedzera timestamps kana diarization inocheka yakataurwa sirin'i yekugadzirisa kubva paawa imwe kusvika kumaminitsi makumi matatu. Smart transcription inogona kunge iri nyore kuvaverengi asi haina kufanira kana manyorerwo chaiwo, mataurirwo emutauri kana nguva ichidiwa. Iro peji zvakare rinopatsanura kunyorwa kubva kune yakafararisa yekupindura mibvunzo uye kubva kumavara-kune-kutaura synthesis, saka vanogadzira havagone kufunga kuti iyi modhi ndeyeyakajairwa-ongororo yekuteerera kana izwi-chizvarwa system. Mitengo, miganho yezviratidzo, mazwi ekuvanzika uye maitiro ekuchengetedza anoramba ari kunze kweruzivo rwunopihwa pano.
Interactive Mechanism: Iyo Inonyatsoshanda
Ongorora ari pasi tekinoroji kuseri kwekusimudzira uku uchipindirana.
crm_get_transaction(id='4092').Which component of an AI application is the machine-learning model itself?
Zvekutarisa zvinotevera
Mibvunzo yakakosha inotevera kuita mukurekodhwa kwepasirese, mitengo, miganho yetokeni, kubata data uye kuwanikwa. Google haipe mibairo yekumisikidza, zvisungo zvekuchengeta, zvisungo zvedanho resevhisi kana mitengo yakadzama pane ino peji, saka zvinyorwa zvinosimbisa kugona uye zvimhingamipinyi pane kuzvimiririra kusimbiswa kwemhando.
Chekutanga chekuongorora chakanyanya kukosha ndeyechokwadi-yepasirese zvinyorwa zvemhando. Kuedza kwakazvimirira kunoda kuongorora marekodhi, kutaura kunopindirana, ruzha rwekumashure, kurekodha kwemhando yakaderera, mitauro yakawanda-inoshandura kodhi uye yakasarudzika mazwi munzvimbo dzakanyorwa. Inofanirwa kuenzanisa verbatim uye smart inobuda, kunyanya apo smart mode inobvisa mazwi ekuzadza kana kugadzirisa zvigadziriso zvingave zvakakosha kune yekutanga zvinoreva. Zvinyorwa hazvipi mareti ekukanganisa kwemazwi, mutauro-ne-mutauro mhinduro kana mienzaniso kubva kusingadzoreki kurekodhwa.
Mutauriri wekutaura anofanirwa kuongororwa kwakasiyana. Google inotsigira vatauri vasere asi inodaidzira kupihwa kwevatatu kana kupfuura kuyedza. Bvunzo dzinofanirwa kuyera kuti kangani sisitimu inotsemura mutauri mumwe kuita mavara mazhinji, kubatanidza vatauri vakasiyana kana kupa mazwi kumunhu asiriye. Kuedza kwakafanana kunodiwa pazvitambi zvemazwi, nekuti peji inoyambira kuti zvitambi zvenguva zvinogona kudzikamisa huchokwadi hwekunyora. Aya tradeoffs akakosha kune zvinyorwa zvekubvunzurudza, maturusi ekuwanika, matura ekutsvaga uye chero mafambiro ebasa anobata zvakabuda serekodhi.
Vagadziri uye masangano vanofanirwawo kutarisa mazwi ekushanda ayo peji rino risingatsanangure. Google inonongedza vaverengi kune peji remitengo yemhando yemitengo uye miganho yezviratidzo, asi iwo manhamba haana kubatanidzwa mune kwakabva. Iro peji zvakare haritauri kuwanikwa kwedunhu, zvipikirwa-chikamu chesevhisi, maodhiyo anotsigirwa mafomati mune yakazara runyorwa, nguva dzekuchengetedza, kudzima zvidzoreso kana kuti marekodhi akaiswa anoshandiswa kune zvimwe zvinangwa. Izvo zvisingazivikanwe zvinogona kukanganisa kurerwa, kunyanya kune zvinonzwika kurekodha kana masevhisi akakwira-vhoriyamu.
Chekupedzisira, hukama pakati peiyi modhi uye Google mamwe maturusi ekuteerera ane basa. Zvinyorwa zvinotungamira vashandisi venguva chaiyo kune yakaparadzana Live transcript nzira, nepo yakafararisa yekuongorora odhiyo ndeyekunzwisiswa kweOdhiyo uye chizvarwa chezwi ndecheChinyorwa-ku-kutaura. Kupatsanura uku kunogona kupa vanogadzira nzvimbo dzakajeka, asi zvinogona zvakare kuda kubatanidzwa kwakasiyana kwekutorwa kwehupenyu, kunyora, kuongorora uye synthesis. Mamwe manotsi ekuburitsa, ruzivo rwemitengo, ongororo dzakazvimiririra uye humbowo hwekushandiswa mune zvakakoshera marongero zvingaratidza kana Gemini 3.5 Nyora inodarika yakanyatsotsanangurwa API kugona.