Modeli

Ma model a CLEVI agawidwa m'magulu atatu a zinthu: CIP, yomwe imayang'anira luntha la ntchito zosiyanasiyana ndi kupanga ntchito zokha; Cosa, yomwe imayang'anira kupanga ndi kuzindikira mawu; ndi Cova, yomwe imayang'anira kutulutsa zidziwitso kuchokera m'malemba ndi zithunzi. Chinthu chilichonse chitha kugwiritsidwa ntchito payokha kapena kulumikizidwa kukhala ntchito zomwe zimayambira pa kuzindikira zikalata, kusanthula, kuchita ntchito, mpaka kupereka malangizo a mawu.

CIP

CIP imayang'anira luntha la ntchito zosiyanasiyana ndi kupanga ntchito zokha. Ili ndi cip-5.5-im ndi cip-5.5-mm zomwe zimayitanidwa kudzera pa gateway, komanso cip-5.5-sm yomwe imayikidwa pa seva ya m'mphepete ndi m'malo a on-premises.

cip-5.5-im ndi cip-5.5-mm

cip-5.5-im ndi yoyenera pa ntchito zomwe zolinga ndi malire a ntchito zake ndi zomveka. Zitsanzo zake ndi kuchotsa mfundo zofunika m’zolemba zoperekedwa, kulemba zotsatira m’maonekedwe omwe afotokozedwa, komanso kusintha kachidindo mogwirizana ndi zofunikira. Kutulutsa kwakukulu kwa 64K kumagwiritsidwa ntchito polemba malipoti atsatanetsatane kapena zotsatira zopangidwa ndi magawo angapo.

• Thandizo la chitukuko: Amalemba ma function ndi zinthu zatsopano, kukonza zolakwika zomwe malire ake ndi omveka, komanso kupanga mogwirizana ndi ma pattern omwe alipo.
• Kupanga mayeso: Amalemba zoyeserera za mayeso ndi milandu yotsimikizira potengera zofunikira ndi momwe zagwiritsidwira ntchito.
• Kukonza zikalata: Amayang’anira kufupikitsa, kugawa m'magulu, kuchotsa mfundo, kusintha mawonekedwe, ndi kulemba zolemba zoyambirira.
• Kusanthula kwamitundu yambiri: Amawunika zithunzi za pazenera ndi matebulo kapena ma chart a m’zikalata limodzi ndi mafotokozedwe oyenera.
• Thandizo la ntchito zoyankhulana: Amayankha mafunso potengera zikalata za ntchito ndikulemba zotsatira zofunika.
• Kukonza zambiri: Amagwiritsidwa ntchito pa kufupikitsa zikalata zambiri payekhapayekha, kugawa zopempha m'magulu, ndi kusintha deta.
• Sub-agent: Amayang’anira ntchito zazing’ono zomwe malire ake ndi omveka, monga kufufuza kachidindo, kuwunika fayilo inayake, ndi kukonza zikalata.

Mwachitsanzo, amagwiritsidwa ntchito kulandira zofunikira za ntchito ndi kachidindo kogwirizana, kenako kulemba malingaliro a kusintha, mayeso, ndi kufotokozera kwa zosintha; kapena kugawa zikalata zolandilidwa ndikupanga chidule cha woyang’anira.

cip-5.5-mm ndi yoyenera pa ntchito zomwe zimafuna kumvetsetsa ubale wa mfundo ndi kusunga mgwirizano wa ntchito yonse. Mu chitukuko, imawunika kulumikizana kwa zofunikira, kapangidwe, kukhazikitsa, ndi mayeso; mu kusanthula zikalata, imaphatikiza zonena ndi umboni, kusiyana, ndi zotsutsana zopezeka m’zikalata zingapo.

• Kukhazikitsa zinthu zovuta: Imasintha kachidindo, mayeso, ndi zikalata pamodzi poganizira mapangano ndi machitidwe a ma module angapo.
• Kusanthula kachidindo kakukulu: Imawunika maubale a ma call, kuyenda kwa deta, ndi kuchuluka kwa zotsatira za zosintha.
• Kusanthula chomwe chinayambitsa vuto: Imafanizira ma log, makonzedwe, kachidindo, ndi zotsatira za kuyendetsa kuti ikonze malingaliro a chomwe chinayambitsa vutolo ndi njira zotsimikizira.
• Thandizo la kapangidwe ndi kupanga zisankho: Imakonza zofunikira ndi zoletsa m'magulu ndikusanthula zotsatira za njira zosiyanasiyana zokhazikitsira.
• Kusanthula kophatikiza zikalata zambiri: Imakonza zofanana, kusiyana, ndi zotsutsana za malipoti ndi zikalata zaumisiri potengera umboni.
• Kuwunika kophatikiza mitundu yambiri: Imatanthauzira malemba ndi zinthu zowoneka pamodzi kuti isanthule mavuto ndi zofunikira.
• Agent wa magawo angapo: Amagwiritsidwa ntchito pa ntchito zomwe zimatsatira kufufuza, kukonza dongosolo, kugwiritsa ntchito zida, ndi kuwunikanso zotsatira.
• Kulemba zikalata za akatswiri: Amalemba malipoti aumisiri, mapulani a kapangidwe, ndi zikalata zowunikira mwatsatanetsatane zomwe zimaphatikiza mikhalidwe yovuta ndi umboni.

Mwachitsanzo, imagwiritsidwa ntchito powunika pamodzi ma code okhudzana ndi zolakwika ndi ma log ochokera ku ma service angapo, kapena pa ntchito kuyambira pakusanthula zofunikira za ntchito zovuta mpaka pakuwunika zotsatira za kukhazikitsa ndi kutsimikizira.

cip-5.5-sm

cip-5.5-sm imagwira ntchito yochita inference kwanuko ndi automation ya ntchito pa ma edge server ndi m'malo a on-premises. Popeza kukula kwa model kungasinthidwe mkati mwa 24B~40B, kasinthidwe kamasankhidwa molingana ndi zida zowerengera zomwe zilipo komanso momwe ntchito ikufunira kuti igwire ntchito. Popeza deta imakonzedwa pafupi ndi pomwe imapangidwira, imagwiritsidwa ntchito polumikiza machitidwe a pamalopo ndi kugwiritsa ntchito deta ya mkati, ndipo mukakonza ma model ndi zida zofunika kwanuko, ingagwiritsidwe ntchito ngakhale m'malo omwe kulumikizana ndi kunja kuli koletsedwa.

Ndi gawo lomasulira ndi kukonza zidziwitso zomwe zimachitika pamalopo kuti zikhale njira zogwirira ntchito. Imagawa ma log ndi zopempha, imatulutsa zidziwitso zofunika mu deta, ndipo imagwiritsa ntchito zida zamkati ndi ma script olumikizidwa pochita ntchito zobwerezabwereza.

• Kukonza zochitika za pamalopo: Imagawaniza ma log a zida ndi zidziwitso za momwe zilili, kenako imasankha zochitika zomwe ziyenera kufufuzidwa.
• Kukonza deta isanagwiritsidwe ntchito: Imatulutsa zinthu zofunika m'marekodi a ntchito, kenako imagawa, imayika ma tag, ndi kuzikonza molingana.
• Kuwongolera zopempha: Imatumiza zopempha zolandilidwa ku system yoyenera kapena njira yoyenera yochitira.
• Agent wa ntchito wakwanuko: Imachita ntchito zobwerezabwereza poyang'ana ma system amkati ndi kuyendetsa ma script.
• Thandizo la ntchito za on-premises: Imayankha mafunso pogwiritsa ntchito zikalata zamkati ndipo imakonza zomwe zili mu ntchito.
• Thandizo la kusanthula kotsatira: Imasankha zikalata zomwe zikufunika kuwunikidwanso ndikukonza mfundo zake zofunika.

Mwachitsanzo, imagwiritsidwa ntchito pa njira yosanja ma log a ntchito pa server ya malo a bizinesi, kuyang'ana mbiri yokhudzana nayo, kenako kulemba chidule cha nkhani cha munthu amene akuyang'anira.

Cosa

Cosa ndi gulu lazinthu zamawu lomwe limasintha mawu olembedwa kukhala mawu omveka, limazindikira mawu olowetsedwa kukhala mawu olembedwa, ndipo limalola kulembetsa mawu omwe mukufuna kuti agwiritsidwenso ntchito. Limagwiritsidwa ntchito pa malangizo a service, kupanga zinthu, kuthandizira kupezeka kwa anthu onse, ndi mawu olumikizirana a ma agent ochezera.

Kupanga mawu kumayang'aniridwa ndi cosa-a ndi cosa-b, pomwe kuzindikira mawu kumayang'aniridwa ndi cosa-asr. cosa-a ndi cosa-b ndi ma model osiyana omwe amapereka mndandanda wa mawu ndi makonzedwe a synthesis awo; amasankhidwa pa interface yomweyo ya service. Zinthu zomwe ma model awiriwa amapereka mofanana ndi izi:

• Kusintha mawu olembedwa kukhala mawu: Kumapanga mawu pogwiritsa ntchito mawu osankhidwa powerenga ziganizo zomwe mwalemba.
• Kukopera mawu: Kulembetsa mawu pogwiritsa ntchito zojambulidwa zolozera zomwe muli ndi chilolezo chogwiritsa ntchito, kenako kumapanga ziganizo zatsopano.
• Kupanga mawu: Kumapanga ndi kulembetsa mawu pofotokoza makhalidwe a mawu omwe mukufuna.
• Kugwiritsanso ntchito mawu: Kumagwiritsa ntchito mawu olembetsedwa pakupanga mawu kotsatira.
• Zokonda pakupanga mawu: Kusintha liwiro la kuyankhula, chilankhulo ndi zina.
• Kutumiza motsatira nthawi yeniyeni: Kumapanga mawu m'zigawo pamene mawu olembedwa akufika, kenako kumatumiza mawu omveka motsatira.
• Kuwongolera kusewera: Kumathandiza kuyimitsa kaye, kupitiriza, kuletsa ndi kulowetsa ziganizo zina.

Pogwiritsa ntchito kulowetsa mawu olembedwa pang'onopang'ono, mutha kuyamba kusewera mawu yankho lonse lisanamalizidwe. Pamene CIP ikulemba yankho, mutha kukonza ntchito yomwe Cosa imawerenga zigawo zokonzeka.

cosa-a

cosa-a imathandiza kusintha mawu olembedwa kukhala mawu, kukopera mawu, kupanga mawu ndi kutulutsa motsatira nthawi yeniyeni. Kuphatikiza pa ntchito zoyambira zosankha mawu, chilankhulo ndi liwiro la kuyankhula, imapereka zowongolera zina monga kuchuluka kwa magawo opangira mawu, mphamvu ya chitsogozo ndi zokonda zokhudzana ndi kutalika kwa zomwe zimapangidwa. Imagwiritsidwa ntchito posintha zokonda ndi kuyang'ana zotsatira popanga mawu, kapena kugwiritsa ntchito zokonda zosiyanasiyana pa mawu omwewo kuti musankhe zotsatira.

• Kumapanga mawu a malangizo ndi zidziwitso za mapulogalamu, ma kiosk ndi machitidwe a ntchito.
• Kumapanga zipangizo zophunzitsira ndi malangizo ogwiritsira ntchito kukhala mawu.
• Kumapanga mawu ofotokozera a mavidiyo ndi zinthu zomvera.
• Kumapanga zinthu zobwerezabwereza pogwiritsa ntchito mawu olembetsedwa.
• Kumagwiritsidwa ntchito potulutsa mawu motsatira nthawi yeniyeni kwa othandizira okambirana.
• Kumagwiritsidwa ntchito popanga mawu komwe kumasintha zokonda zambiri za kapangidwe ka mawu.

cosa-b

cosa-b imathandiza kusankha mawu okonzedweratu, kupanga mawu potengera kufotokozera, kukopera mawu potengera mawu osonyeza ndi kutulutsa motsatira nthawi yeniyeni. Mutha kusankha mawu pamndandanda wa mawu ake kapena kulembetsa mawu atsopano oti mugwiritse ntchito pa ntchito yanu.

Kukopera mawu kumagwiritsa ntchito zojambulidwa zolozera ndi mawu olembedwa ogwirizana nazo. Imathandizanso njira yopangira mawu osonyeza pogwiritsa ntchito kuzindikira mawu panthawi yolembetsa, ndipo mawu olembetsedwa amagwiritsidwanso ntchito pakupanga mawu kotsatira.

• Kumapanga umunthu wa mawu wa ntchito ndi zilembo.
• Kumapanga mawu osinthidwa pogwiritsa ntchito kufotokozera kapena zojambulidwa zolozera.
• Kumapanga mawu a malangizo a mtundu, zokambirana za zilembo ndi mawu ofotokozera a zinthu.
• Kumagwiritsidwa ntchito pa mayankho amawu a othandizira okambirana.
• Kumapanga mauthenga a malangizo ndi mawu olembedwa omwe amasintha pogwiritsa ntchito mawu omwewo.

Posankha pakati pa cosa-a ndi cosa-b, gwiritsani ntchito mawu omwe mukufuna, zotsatira zenizeni za kaphatikizidwe ka mawu, ndi zinthu zowongolera zomwe mukufunikira ngati maziko.

cosa-asr

cosa-asr imasintha mawu olowetsedwa kukhala mawu olembedwa. Imalemba zojambulidwa kapena imasintha zopempha zomwe zalowetsedwa ndi mawu kukhala zolowetsa zomwe machitidwe otsatira a ntchito angathe kukonza.

• Imalemba zolemba zamawu ndi zojambulidwa.
• Imasintha mafunso ndi zopempha za ntchito zochokera ku mawu kukhala zolowetsa.
• Imapanga mawu ofotokozera ojambulidwa oti agwiritsidwe ntchito pokopera mawu.
• Imagwiritsidwa ntchito pa kukonza komwe kumatsatira kulemba mawu, monga kufupikitsa, kugawa m'magulu, ndi kusaka.

Mukapereka zotsatira za kulemba mawu ku CIP, zimatsogolera ku kufupikitsa zomwe zili, kugawa zopempha m'magulu, ndi kupanga zolemba zoyambirira za ntchito. Mukaphatikiza zotsatira zake kukhala mawu pogwiritsa ntchito cosa-a kapena cosa-b, mumapeza ntchito yomwe ili ndi zolowetsa ndi zotuluka za mawu.

Cova

cova-1 ndi mtundu wapadera wa LLM wozindikira OCR ya masomphenya. Imazindikira mawu m'malemba ndi zithunzi, imatulutsa kapangidwe ka masanjidwe ndi matebulo, ndipo imapereka mafotokozedwe achidule a zinthu zowoneka.

Imasandutsa zikalata zomwe anthu amawona kukhala mawonekedwe omwe ma agent ndi machitidwe a ntchito angagwiritse ntchito mosavuta. Zolemba zazikulu ndi matebulo zimatulutsidwa ngati zinthu zokonzedwa, pamene zithunzi zomwe zili m'zikalata zimaperekedwa ndi mafotokozedwe achidule. Choncho, ma agent otsatira amatha kumvetsa zomwe zili m'chikalata komanso nkhani yake yowoneka. Mukakonza njira yomwe imayamba pomvetsetsa zinthuzo pogwiritsa ntchito mawu ndi mafotokozedwe otulutsidwa, kenako n’kuwunikanso kokha zikalata zoyambirira zomwe zikufunika kutsimikiziridwa mwatsatanetsatane, mumachepetsa kuchuluka kwa nthawi yomwe zithunzi zoyambirira zimayenera kulowetsedwanso ndipo mumasunga ma token a konteksti.

• Kusandutsa zikalata kukhala za digito: Imasintha zikalata zamapepala ndi zinthu zosakanidwa kukhala zinthu zozikidwa pa mawu.
• Kulandira zikalata za ntchito: Imatulutsa zomwe zili m'mafomu ofunsira, zikalata zotsimikizira ndi malipoti.
• Kukonza deta ya matebulo: Imagwiritsa ntchito matebulo omwe ali m'zikalata pokonza deta pambuyo pake.
• Kukonzekera kusaka chidziwitso: Imasintha zithunzi za zikalata ndi zinthu zowoneka kukhala mawu ndi kapangidwe kosakika.
• Kudziwunikira zikalata zokha: Imatumiza zotsatira zotulutsidwa ku CIP kuti ichite kutsimikizira zinthu, kufotokoza mwachidule ndi kuyerekezera zinthu pakati pa zikalata.
• Kukonza zolowetsa za wothandizira: Imakonza mawu, matebulo ndi mafotokozedwe a zithunzi za zikalata zazitali kuti itumize zidziwitso zofunikira zokha.

Mwachitsanzo, pamene ikutulutsa mawu ndi matebulo a lipoti, imalongosola graphu yolowetsedwamo ngati graphu yosonyeza mmene malonda amasinthira pa kotala lililonse. Wothandizira amagwiritsa ntchito kufotokozaku kuti amvetse kupezeka ndi cholinga cha graphuyo, ndipo akafuna manambala enieni kapena mmene zinthu zikusinthira, amafufuzanso chithunzi choyambiriracho.

Kulumikiza gulu la zinthu

Mukalumikiza zinthu, mutha kupanga njira yotsatirayi.

• Ntchito zozikidwa pa zikalata: Cova imatulutsa mawu, matebulo ndi mafotokozedwe a zithunzi, CIP imasankha ndikufufuza zikalata zoyambirira zofunikira kuti ipange kusanthula ndi kukonza ntchito, ndipo Cosa imapereka zotsatira ndi mawu.
• Ntchito zozikidwa pa mawu: Cosa ASR imasintha pempho la mawu kukhala mawu olembedwa, ndipo cosa-a kapena cosa-b amawerengera yankho lokonzedwa ndi CIP.
• Kuzipangira zokha ntchito za pamalo: cip-5.5-sm imagawa deta ya pamalo ndikugwira ntchito zapafupi, kenako imatumiza zinthu zomwe zikufunika kusanthula kophatikiza ku cip-5.5-im kapena cip-5.5-mm.

Maitanidwe ololedwa pa gateway

Mapulani a gateway amatsimikiza maitanidwe ololedwa pa mtundu uliwonse. Tebulo ili pansipa likuwonetsa magawo omwe mapulani a LLM_FREE, TTS_FREE ndi STT_FREE amatsegula, ndipo mapulaniwa amagwiritsidwa ntchito zokha popanda kufunsira. Silikuphatikiza mitundu yomwe yatsegulidwa kudzera m’njira zina.

cip-5.5-sm ndi cova-1 sizili mu tebulo la pulani iyi. cip-5.5-im-chat, cip-5.5-mm-h, cosa-tts, ivy-4-embedding, ivy-4-embedding-mm, ndi ivy-4-mm zomwe zili mu tebulo ili ndi ma ID a ma model omwe sanaphatikizidwe mu mafotokozedwe a zinthu pamwambapa. Njira yomwe kiyi yoyimbira imagwirizana nayo ili mu chikalata cha Kuyimba API.