InoteveraGaidhi rinotevera
Kufungidzira RAG uye Kudzoreredza-Kuwedzera Kudhirowa
Tekinoroji
Nhungamiro yehunyanzvi
Retrieval-Augmented Generation (RAG)
Kudzoreredza-yakawedzerwa chizvarwa, kana RAG, inopa yakadzoserwa zvinhu kune inogadzirwa modhi pakupindura chikumbiro.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Inogona kupa iyo sisitimu kuwana kune magwaro akakodzera pasina kudzidzisazve modhi kune yega gwaro shanduko. Kutora hakuvimbisi kuti mhinduro yekupedzisira inotsigirwa kana kuti ndeyechokwadi.
Zvakakosha zvinobuda
- Chengetedza mavambo uye zvinyorwa zvinyorwa.
- Simbisa mvumo usati watora mhinduro yasvika pamuenzaniso.
- Ongorora kudzosa uye chizvarwa wakazvimirira.
Kudzika Kwakadzika
Iyo pombi yakajairika inounganidza magwaro, inochengetedza mabviro awo, inogadzira zvinomiririrwa zvinotsvakwa, inotora vakwikwidzi kumubvunzo, uye inopa humbowo hwakasarudzwa kune modhi. Mamwe masisitimu anosanganisa kiyi yezwi uye semantic kutsvaga kana renga mhinduro isati yasvika. Danho rega rega rinogona kusuma zvakasiiwa kana kukanganisa. Kugadzirira kwegwaro kunotarisa humbowo hupi hunogona kuwanikwa. Chengetedza misoro, mazuva, matafura, uye zviziviso zvekwaunobva paunenge uchipatsanura zvirimo kuita ndima. Ndima yakaparadzaniswa neinosiya kana kuti mashoko omuzasi inogona kupa pfungwa isiri iyo kunyange mashoko acho akakopwa zvakarurama. Isa zvidzoreso zvekupinda humbowo husati hwasvika pamuenzaniso. Mhedzisiro yekutsvaga ine semantic inoenderana inogona kunge ichiri yegwaro iro mushandisi arikukumbira asingatenderwe kuona. Bata mirairo mukati memagwaro akadzoserwa sezvinhu zvisingavimbike pane mvumo yekushandura maitiro ekushandisa. Ongorora kutora uye kupindura zvakasiyana. Ongorora kana umboo hunodiwa huchibuda mumunhu anenge asarudzwa, kana mashoko akasarudzwa achihuchengeta, uye kana mhinduro yacho ichihushandisa nokutendeka. Sanganisira mibvunzo isina mhinduro muunganidzwa uye magwaro anopokana kana ekare. Iyo sisitimu inoda nzira yakajeka yekutaura kuti humbowo hauna kukwana.
04Muenzaniso wakashanda
Tsvaga panokundikana mhinduro ine musoro
Gadzira mitemo miviri: shanduro yakapera inobvumira kudzoka kwemazuva makumi matatu; shanduro yazvino inobvumira mazuva gumi nemana.
Kana kudzoreredza kunodzosera chete mutemo wekare, kukundikana kuri kumusoro kwechizvarwa. Kana ese ari maviri akatorwa asi mhinduro inosarudza mazuva makumi matatu, ongorora kusarudzwa kwemamiriro ezvinhu uye kushandiswa kweuchapupu.
Wedzera kupokana kwezuva rinoshanda kune zvese zvekutora uye mhinduro mhinduro.
Zvazvinoratidza
Muenzaniso wakagadzirwa unoparadzanisa zvikonzero zviviri zvaizoita semhinduro imwechete isiriyo.
Kuitwa muNyika yeChokwadi
Pindura mubvunzo werutsigiro uchishandisa mutemo wazvino uye zuva rekushanda.
Dzosa ndima dzekwakabva padivi petsananguro kuitira kuti muverengi azvionere.
Kuzvishandisa
Nei zvichikosha
- Mutengo uye bhajeti. Zvisarudzo zvezvivakwa zvinotyaira kuita uye mutengo wekushandisa kwemakore.
- Sarudzo dzakajeka. Dzidzo yehunyanzvi inobatsira zvikwata kusarudza murwi wakakodzera, kwete iwo mutsva chete.
- Kudzora kwemhando yepamusoro. Sarudzo dzeinjiniya dziri nani dzinoderedza zviitiko zvekuvimbika mukugadzira.
Chenjera
- Kugadzirisa imwe bhenji kunogona kuvanza yakafara system kushaya simba.
- Infrastructure uye mari yekugadzirisa inowanzotarisirwa pasi.
- Chengetedzo uye kucherechedzwa mapundu anogona kukura sezvo masisitimu anowedzera kuoma.
Matanho anotevera
- Tsanangura latency, mhando, uye mutengo zvinangwa usati waitwa.
- Benchmark pasi pechokwadi mutoro uye data mamiriro.
- Chishandiso chekutarisa zvikanganiso, kudonha, uye mushandisi maitiro.
- Gadzirira nzira dzekudzosera kumashure uye dzezviitiko usati wawedzera.
Sources uye kuwedzera kuverenga
- Lewis and colleaguesKudzoreredza-Yakawedzerwa Chizvarwa cheRuzivo-Yakakura NLP Mabasa
Ramba Uchiongorora
Tsamba yemahara
Tora iyo yemazuva ese AI pfupiso
Nhatu dzakasimbiswa dzeAI nyaya mangwanani ega ega pakati pevhiki, dzakanyorwa neChirungu chakajeka. Yemahara zvachose, hapana ads.
Imwe email zuva rega rega revhiki. Bvisa kunyoresa kamwe chete. Hatimbotengese kana kugovera kero yako.
Zviedze iwe pachako
Take the Retrieval-Augmented Generation (RAG) quiz
Mhinduro yepakarepo pamhinduro yega yega, uye chitupa chinogovaniswa chine ID inobatika kana wapedza kosi.
Tsigira dzidzo yemahara yeAI. AI Understanding ndeye 501(c)(3) isingabatsiri - hapana ads, hapana paywall, zvachose. Ita chipo
Mibvunzo inowanzo bvunzwa
Ko RAG inobvisa kufungidzira?
Kwete. Kutora kunogona kupotsa humbowo, kudzorera zvinhu zvinotsausa, kana kushandiswa zvisiri izvo nejenareta. Mhinduro yekupedzisira ichiri kuda kuongororwa.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi