InoteveraGaidhi rinotevera
Self-RAG uye Reflective Retrieval
Mutauro AI
Nhungamiro yehunyanzvi
Kufungidzira RAG uye Kudzoreredza-Kuwedzera Kudhirowa
Yekufungidzira RAG inomhanyisa uye inorodza chizvarwa chakawedzerwa nekuva nediki, inokurumidza modhi yedhizaini mhinduro dzevamiriri kubva kumagwaro akadzoserwa, ayo modhi hombe yobva yaona.
Teerera kugwaro iriAI-yakarondedzerwa · ~2 min
Pa peji ino2 min verenga
Pfupiso
Izvo zvine basa nekuti inocheka latency uye inoderedza kuvhiringika mamodheru makuru anotambura kana akazadzwa nendima refu.
Kudzika Kwakadzika
Classic RAG inodyisa magwaro ese akadzoserwa mune imwe hombe yemutauro modhi, iyo inononoka uye inotadza kurasikirwa nekutarisa kana mamiriro akareba. Kufungidzira RAG kunopatsanura basa. Mutevedzeri mudiki, wakasarudzika 'wekudhirowa' unopihwa zvikwata zvemagwaro akadzoserwa uye unoburitsa mhinduro dzakati wandei dzakafanana, imwe neimwe yakavakirwa muchikamu cheuchapupu chakasiyana uye ichiperekedzwa nechikonzero. Imwe hombe 'verifier' modhi yobva yaisa zvibodzwa izvi uye inotora yakanyanya kunaka, pane kuverenga zvese zvinyorwa pachayo. Nekuti iyo diki modhi inobata kuverenga kunorema uye iyo hombe modhi inongotonga mapfupi dhizaini, iyo system inokurumidza uye kazhinji yakanyatsojeka. Danho rekubatanidza rinoita kuti madhiramu avhare maonero akasiyana-siyana pachinzvimbo chendima dzisina basa.
Kuitwa muNyika yeChokwadi
Mubatsiri weQ&A wezvekurapa uko mudhizaini mudiki anoverenga akaunganidzwa nhungamiro yekiriniki inofambirana uye modhi hombe inosimbisa mhinduro yakachengetedzeka, inotsigirwa zvakanyanya.
Bhizinesi rekutsvaga bhoti rinonyora akati wandei mhinduro kubva kune akasiyana magwaro masumbu kucheka mhinduro latency pane refu ruzivo hwaro.
Chishandiso chekutsvagisa zviri pamutemo chinogadzira kududzira kunokwikwidzana kwakavakirwa muzvikamu zvakasiyana-siyana zvemutemo, wobva wazvironga nemodhi yekusimbisa.
Iyo mutengi-rutsigiro sisitimu iyo inodhiza iyo-yakananga dhizaini kubata zvinyorwa zvechigadzirwa nepo general verifier inovimbisa kudzika kwechokwadi.
Ramangwana reKufungidzira RAG uye Retrieval-Augmented Drafting
Yekufungidzira RAG inonongedza kune modular kudzoreredza masisitimu uko madiki madhizaini edhizaini anorongedzwa padunhu rega uye nekuchinjika kuseri kwekugovaniswa kweverifier. Tarisira kubatanidzwa kwakasimba nemapaipi eagent, nhamba dzinogoneka dzemadhiramu zvichienderana nekuoma kwemubvunzo, uye zvigadziriso zvinoratidzirawo humbowo husina kukwana. Sezvo mahwindo anokura, kukosha kunoshanduka kubva pakudzvanyirira mamwe mavara kuenda kune zvine hungwaru kuenzanisa kufunga pamusoro pehumbowo, zvichiita kuti dhizaini-uye-simbisa zvivakwa zvingangove zvisizvo pakupindurwa kwemubvunzo.
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.
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 Speculative RAG and Retrieval-Augmented Drafting 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
Chii chinonzi Speculative RAG uye Retrieval-Augmented Drafting?
Yekufungidzira RAG inomhanyisa uye inorodza chizvarwa chakawedzerwa nekuva nediki, inokurumidza modhi yedhizaini mhinduro dzevamiriri kubva kumagwaro akadzoserwa, ayo modhi hombe yobva yaona. Izvo zvine basa nekuti inocheka latency uye inoderedza kuvhiringika mamodheru makuru anotambura kana akazadzwa nendima refu refu.
MuKufungidzira RAG, modhi diki inoita basa rei?
'Drafter' yakareruka inoverenga zvinyorwa zvakasanganiswa uye inoburitsa mhinduro dzakati wandei dzakadzika dzakafanana.
Sei magwaro akatorwa achiunganidzwa asati anyorwa?
Kubatanidza uye kuenzanisira gwaro rimwe pachikwata chinopa gwaro rega rega rakasiyana, risingapindirane cheumboo, richikurudzira mhinduro dzakasiyana.
Ko iyo hombe 'verifier' modhi inonyanya kuitei?
Panzvimbo pekuverenga magwaro ese pachawo, mutsigiri anoongorora mapfupi madhiramu uye zvikonzero uye anotora mhinduro yepamusoro-soro.
Ko Speculative RAG inoderedza sei latency kana ichienzaniswa neyakajairwa RAG?
Iyo inodhura yakakura modhi haichapise mavhesi ese marefu; inongoongorora zvinyorwa zvipfupi, ukuwo dhizaini yakafanana inobata kuverenga.
Yekufungidzira RAG's dhizaini-ipapo-yekusimbisa chimiro chakafanana neipi nzira yekudhirodha?
Ose anoshandisa zvakachipa parallel proposals kubva kudiki modhi inoteverwa neane chiremera cheki kubva kune hombe modhi.
Ramba uchidzidza
Mazano anoenderana
Mamwe madhairekitori akasarudzirwa nyaya iyi