Overview
Command imhuri yeCohere yemhando dzemitauro mikuru yakavakirwa zvakanangana nekushandiswa kwebhizinesi, ine tarisiro yakasimba pakudzoreredza-yakawedzerwa chizvarwa, kushandisa zvishandiso, uye nemitauro yakawanda mabasa ebhizinesi. Cohere inotarisa makambani kwete vatengi, ichisimbisa kutumirwa kwega uye kuchengetedza data.
Cohere Command Models inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana.
Deep Dive
Cohere ikambani yeCanada AI yakavambwa muna 2019 naAidan Gomez (munyori-mubatanidzwa weiyo yekutanga "Attention Is All You need" transformer bepa) nevamwe vaunoshanda navo. Yayo Mirairo mhando, kusanganisira Command R uye Command R+, inorongedzerwa bhizinesi workflows: kureba mamiriro, yakavimbika chishandiso / basa rekufona, uye kunyanya kudzoreredza-yakawedzera chizvarwa (RAG), apo modhi inopindura ichishandisa magwaro ekambani uye inotaura kwainotangira kudzikisa kuona. Cohere zvakare inotakura Embed (zvinyorwa zvakamisikidzwa) uye Rerank modhi dzinotsigira Raira mumapaipi ekutsvaga. Chinhu chinotsanangudza chehurongwa hwaCohere chinochinjika, kutumirwa kwakachengeteka, kusanganisira kumhanya modhi mugore remutengi wega kana pane-nzvimbo iyo data inonzwisisika haimbosiya nharaunda yavo, iyo inodaidzira kumabhanga, hurumende, uye hutano hwehutano. Chizvarwa cheCommand-A chakasundira mberi pakubudirira uye kufukidzwa kwemitauro yakawanda.
Technical Insight
Mamodheru emirairo ndiwo anoshandura maLLMs akakwenenzverwa kuti ave "RAG-yekuzvarwa": vanogamuchira zvimedu zvegwaro zvakadzoserwa, mhinduro dzepasi mukati mazvo, uye vanoburitsa inline zvinyorwa zvinonongedza kune kwakabva ndima, izvo zvinoita kuti zvinobuda zviongororwe. Ivo zvakare vanotsigira yakarongeka chishandiso kufona saka modhi inogona kushevedzera mabasa ekunze kana kutsvaga. Cohere pairs Raira neEmbed uye Rerank modhi, embeddings inoshandura mavara kuita mavheji ekutsvaga kwakafanana, uye Rerank inorongedzera vavhoti kuitira kuti ndima dzinonyanya kukosha dzisvike kune jenareta.
Mastering Cohere Command Models
Command imhuri yeCohere yemhando dzemitauro mikuru yakavakirwa zvakanangana nekushandiswa kwebhizinesi, ine tarisiro yakasimba pakudzoreredza-yakawedzerwa chizvarwa, kushandisa zvishandiso, uye nemitauro yakawanda mabasa ebhizinesi. Cohere inotarisa makambani kwete vatengi, ichisimbisa kutumirwa kwega uye kuchengetedza data. Cohere Command Models inonzwisiswa zvakanyanya mumamiriro ehurongwa, kuwana modhi, sarudzo dzepuratifomu, uye ecosystem kudyidzana. Kuti uvake kunzwisisa kwakadzama, bata Cohere Command Models semuenzaniso wekushandisa, kwete chinhu chimwe chete: tsanangura zvinodiwa, kujekesa fungidziro, uye patsanura izvo zvinogona kuitwa nehurongwa hwakavimbika kubva kune zvichiri kuda kutonga kwenyanzvi.
Mukuita, zvikwata zvakasimba zvinoshandisa Cohere Command Models zvinoongorora zano revatengesi, kuvimbika kwemepu yemugwagwa, uye njodzi yekuvhara isati yaita. Ivo vanonyora zvakajeka maitiro ebudiriro, bvunzo vachipokana ne data rechokwadi uye mafambiro ebasa, uye iterate zvichibva pane zvakacherechedzwa maitiro ekutadza kwete kuhwina-nguva imwe chete yebhenji. Apa ndipo apo kunzwisisa kwe theoretical kunoshanduka kuve kugona kwakasimba pane chigadzirwa, mutemo, uye mashandiro.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Panguva imwecheteyo, zviziviso zveLaunch zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows. Nzira yakatsiga ndeyekubatanidza kukurumidza kuyedza nekutonga: mhanyisa vatyairi vendege, tora humbowo, buritsa matanda esarudzo, uye urambe uchivandudza chengetedzo semaitiro emuenzaniso, zvinotarisirwa nemushandisi, uye zvinodikanwa zvekutonga.
Strategic Impact
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera.
Mamepu emigwagwa emutengesi anopesvedzera izvo izvo timu yako inogona kugadzira inotevera. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi.
Mamiriro ezvekutengeserana uye sarudzo dzekuendesa dzinokanganisa mutengo wenguva refu uye njodzi. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika.
Kambani inokurudzira inogadzirisa kusarudzika kwechigadzirwa, mamiriro ekuchengetedza, uye kuvhurika. Mukutumirwa kwemhando yepamusoro, izvi zvinoshandurirwa kuita mitemo inoyerwa yekushanda, miganhu yevaridzi, uye tsika dzekudzokorora dzinodzokororwa kuitira kuti zvikwata zvikwire kuvimba pane kukwidza kusajeka.
Real-World Implementation
Bhengi rinotumira Command R+ mukati megore rayo rakazvimiririra kuitira kuti chatbot ipindure mibvunzo yepolicy ine zvinyorwa uye pasina data rinosiya network.
Chikwata chekutsigira chinoshandisa RAG ine Command kupindura mibvunzo yemutengi yakavakirwa mukati meruzivo-hwaro zvinyorwa.
Vagadziri vanosanganisa Cohere Embed uye Rerank neCommand kuvaka kwakaringana bhizinesi kutsvaga pamusoro pezviuru zvemagwaro.
Nyika dzakawanda dzinoshandisa kugona kweCommand mitauro yakawanda kupfupisa uye kupindura kumagwaro mumitauro yakawanda.
Maitiro Ekuita
Cohere Command Models mukuita
Bhengi rinotumira Command R+ mukati megore rayo rakazvimiririra kuitira kuti chatbot ipindure mibvunzo yepolicy ine zvinyorwa uye pasina data rinosiya network.
Bhengi rinotumira Command R+ mukati megore rayo rakazvimiririra kuitira kuti chatbot ipindure mibvunzo yepolicy ine zvinyorwa uye pasina dhata inosiya network Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangura zvikumbaridzo zvemhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye kukanganisa mutengo nekufamba kwenguva.
Cohere Command Models mukuita
Chikwata chekutsigira chinoshandisa RAG ine Command kupindura mibvunzo yemutengi yakavakirwa mukati meruzivo-hwaro zvinyorwa.
Chikwata chekutsigira chinoshandisa RAG neCommand kupindura mibvunzo yemutengi yakavakirwa mukati meruzivo-hwaro zvinyorwa Zvikwata zvinowanzowana mibairo iri nani kana vachinge vatsanangura hunhu hwepamberi, chengetedza nzira yekukwira kwevanhu yemakesi ekumucheto, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye kukanganisa mutengo nekufamba kwenguva.
Cohere Command Models mukuita
Vagadziri vanosanganisa Cohere Embed uye Rerank neCommand kuvaka kwakaringana bhizinesi kutsvaga pamusoro pezviuru zvemagwaro.
Vagadziri vanosanganisa Cohere Embed uye Rerank neCommand kuti vavake kutsvaga kwakaringana kwebhizinesi pamusoro pezviuru zvemagwaro Matimu anowanzo kuwana mhedzisiro iri nani kana achinge atsanangudza emhando yepamusoro kumberi, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa uye mutengo wekukanganisa nekufamba kwenguva.
Cohere Command Models mukuita
Nyika dzakawanda dzinoshandisa kugona kweCommand mitauro yakawanda kupfupisa uye kupindura kumagwaro mumitauro yakawanda.
Nyika dzakawanda dzinoshandisa kugona kweCommand mitauro yakawanda kupfupisa uye kupindura kumagwaro mumitauro yakawanda Zvikwata zvinowanzowana mibairo iri nani pazvinenge zvichitsanangudza zvikumbaridzo zvemhando yepamusoro, chengetedza nzira yekukwira kwevanhu yemakesi emupendero, uye kuteedzera zvese zvakawanikwa zvechigadzirwa nemitengo yekukanganisa nekufamba kwenguva.
Njodzi & Guardrails
Zviziviso zvekutanga zvinogona kupfuura kugadzikana mune chaiyo yekugadzira workflows.
Mitengo yeAPI kana shanduko yepolicy inogona kukanganisa fungidziro husiku.
Kutsamira kune mumwe-mutengesi kunowedzera kukiya-mukati uye mari yekufambisa.
Implementation Roadmap
Ongorora vanopa uchishandisa ako ega mabasa uye dataset.
Ongorora vanopa uchishandisa ako ega mabasa uye dataset. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa.
Wongorora zvakavanzika, chengetedzo, uye mazwi emutemo usati wabatanidzwa. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi.
Chengetedza chirongwa chekudzokera kumashure kune mamodheru kana vatengesi. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata.
Tarisa zvinyorwa zvekuburitsa kuitira kuti shanduko yemigwagwa isashamise zvikwata. Bata nhanho yega yega segedhi rehumbowo: kana maitiro asina kusangana, imbomira kuburitsa, vhara gaka, uye wobva wawedzera kushandiswa.