Incamake
Gukata inyandiko nuburyo wagabanije inyandiko ndende mubice bisubirwamo mbere yo kuyishiramo gushakisha cyangwa RAG. Ingano yimipaka nimbibi byerekana ituze ubuziranenge bwo kugarura, kubwibyo rero kubikemura akenshi bifite akamaro kuruta gutoranya moderi ya fancier.
Ingamba za Chunking Strategies ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo.
Kwibira cyane
Chunking ihindura inyandiko nini mubice bito-binini bihuza icyitegererezo cyo guhuza kandi bigahuza nuburyo ibibazo bibazwa. Ingano-nini yagabanijwe igabanijwe ku kimenyetso cyangwa kubara, akenshi hamwe no guhuzagurika bityo interuro ikurikirana imipaka ntabwo ari impfubyi. Gusubiramo inshuro nyinshi bigabanije kurwego rwabatandukanya (paragarafu, hanyuma interuro, hanyuma amagambo) kugirango bubahe imiterere karemano. Amatsinda asobanura amatsinda interuro mugushiramo ibintu bisa, kumena aho ingingo ihindukira. Inyandiko-izi neza gukurikiza imiterere ubwayo, igabanije kumutwe wa Markdown, tagi ya HTML, cyangwa imikorere ya code. Impagarara yibanze ni granularité: uduce duto dutanga guhuza neza ariko gutakaza imiterere ikikije, mugihe uduce twinshi dutwara imiterere ariko bigabanya akamaro kandi birashobora kurenga imipaka. Imiyoboro myinshi ibika uduce duto two kugarura nyamara kugaburira ibice byababyeyi byagutse kurugero.
Ubushishozi
Guhuzagurika nuburyo bworoshye bwo kwizerwa: gusubiramo hafi 10 kugeza kuri 20 ku ijana byikimenyetso hagati yimitwe yegeranye byerekana ko ukuri kugabanijwe kumupaka bikigaragara nkibice byibuze. Gutondagura ibisobanuro bigenda byiyongera mugushyiramo buri nteruro no gupima intera ya cosine hagati yabaturanyi, hanyuma ugaca aho intera igenda hejuru yumuryango. Ibi bitanga umusaruro uhuza ibice byuburebure, kubiciro byinyongera byo kubara mugihe cyo kwerekana.
Kumenya Inyandiko zo Gukata Ingamba
Gukata inyandiko nuburyo wagabanije inyandiko ndende mubice bisubirwamo mbere yo kuyishiramo gushakisha cyangwa RAG. Ingano yimipaka nimbibi byerekana ituze ubuziranenge bwo kugarura, kubwibyo rero kubikemura akenshi bifite akamaro kuruta gutoranya moderi ya fancier. Ingamba za Chunking Strategies ni igice cyururimi-AI ikoreshwa mu gusoma, kubyara, gushyira mu byiciro, no guhindura inyandiko n'imvugo ku gipimo. Kugirango wubake byimbitse, fata ingamba za Chunking Strategies nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Inyandiko Chunking Strategies igishushanyo mbonera, kugarura, no gusubiramo imirongo nka sisitemu imwe y'itumanaho ihuriweho. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mugihe kimwe, ibintu bya Hallucinated birashobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika.
Ururimi rwakazi rushobora kugenda byihuse nta gutamba guhuzagurika. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Yagura uburyo bwindimi nuburyo bwo gutumanaho.
Yagura uburyo bwindimi nuburyo bwo gutumanaho. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo.
Amakipe arashobora kumara umwanya munini murubanza mugihe automatike ikora gusubiramo. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Gutandukanya igitabo cyamapaji 200 yibicuruzwa kumutwe wacyo kugirango ikibazo kijyanye n '' garanti garanti 'gikuramo icyo gice, ntabwo igitabo cyose.
Ukoresheje interuro ihuzagurika kugirango igisobanuro kigaragaza iherezo ryigika kimwe kandi intangiriro yubutaha iguma yuzuye byibuze igice kimwe.
Gutondagura igice cyubushakashatsi kugirango uburyo bwo kuganira nibisubizo bigabanuke bitandukanye, byuzuzanya.
Gukata codebase kumikorere cyangwa imbibi zicyiciro kugirango ikibazo cyuwitezimbere agarure igice cyuzuye, gishobora gukoreshwa aho kuba igice cyimikorere.
Uburyo bwo Gushyira mu bikorwa
Ingamba zo Gukata Ingamba mubikorwa
Gutandukanya igitabo cyamapaji 200 yibicuruzwa kumutwe wacyo kugirango ikibazo kijyanye n '' garanti garanti 'gikuramo icyo gice, ntabwo igitabo cyose.
Gutandukanya igitabo cyamapaji 200 yibicuruzwa kumutwe wacyo kugirango ikibazo kijyanye n '' garanti y 'garanti' kigarura icyo gice gusa, ntabwo igitabo cyose Amakipe asanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Ingamba zo Gukata Ingamba mubikorwa
Ukoresheje interuro ihuzagurika kugirango igisobanuro kigaragaza iherezo ryigika kimwe kandi intangiriro yubutaha iguma yuzuye byibuze igice kimwe.
Ukoresheje interuro ihuzagurika kugirango igisobanuro gikubiyemo iherezo ryigika kimwe kandi itangira ryikurikiraho rigumaho byibuze byibuze igice kimwe Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ingamba zo Gukata Ingamba mubikorwa
Gutondagura igice cyubushakashatsi kugirango uburyo bwo kuganira nibisubizo bigabanuke bitandukanye, byuzuzanya.
Gucecekesha impapuro zubushakashatsi kuburyo uburyo bwo kuganira hamwe nibisubizo byavuyemo bitandukana, ibice byuzuzanya cyane Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ingamba zo Gukata Ingamba mubikorwa
Gukata codebase kumikorere cyangwa imbibi zicyiciro kugirango ikibazo cyuwitezimbere agarure igice cyuzuye, gishobora gukoreshwa aho kuba igice cyimikorere.
Gukata codebase kubikorwa cyangwa imbibi zicyiciro kugirango ikibazo cyuwitezimbere agarure igice cyuzuye, gishobora gukoreshwa aho kuba igice cyimikorere yamakipe ubusanzwe abona ibisubizo byiza mugihe asobanura ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ingaruka & Kurinda
Ibintu bifatika bishobora kwinjiza bucece raporo, gushyigikira imigendekere, cyangwa ibisubizo byubushakashatsi.
Kwihuta byihuse birashobora gukora ibisubizo bidahuye mubisabwa bisa.
Ibyanditswe byumvikana birashobora kugaragara niba kugenzura kugenzura ari ntege.
Igishushanyo mbonera
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira.
Sobanura imiterere isohoka, amajwi, hamwe nubuziranenge mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro.
Ibisubizo byibanze hamwe nisoko yizewe igihe cyose ukuri kwingirakamaro. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza kugenzura abantu kugenzura ibisubizo byinshi.
Komeza kugenzura abantu kugenzura ibisubizo byinshi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho.
Kurikirana uburyo bwo kunanirwa no kongera imyitozo cyangwa akazi gahoraho. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.