Incamake
LlamaIndex nisoko ifunguye-isoko yamakuru ihuza imiterere nini yururimi namakuru yawe yihariye kandi yo hanze. Yinzobere mugusubirana-kwongererwa ibisekuru (RAG), byoroshe gufata, indangagaciro, nibibazo kugirango LLM isubize ibibazo bishingiye kubumenyi bwawe bwite.
LlamaIndex irasobanutse neza murwego rwingamba, kugera kubitegererezo, gufata ibyemezo, hamwe nubufatanye bwibidukikije.
Kwibira cyane
Ryakozwe na Jerry Liu kandi ryiswe GPT Index igihe ryatangizwaga mu mpera za 2022, LlamaIndex yibanze kuri 'data' igice cya porogaramu za LLM. Kuberako moderi zifite imiterere ntarengwa ya Windows kandi nta bumenyi bwamadosiye yawe yihariye, LlamaIndex itanga umuyoboro wo guca icyo cyuho: abahuza (binyuze kuri LlamaHub) bapakira amakuru kuva kuri PDF, Igitekerezo, Slack, data base, ninkomoko amagana; amakuru yacitsemo ibice hanyuma ashyirwa mubipimo ngenderwaho; na moteri yikibazo igarura ibice byingenzi kugirango igaburire icyitegererezo mugihe cyo gusubiza. Ifasha kandi inzego zateye imbere nkibisobanuro byincamake, ibishushanyo byubumenyi, hamwe nabakozi benshi-inyandiko. Isosiyete yasohoye LlamaParse, isesengura rikomeye ryerekana inyandiko za PDF nimbonerahamwe, hamwe na LlamaCloud yo gufata neza. Mugihe LangChain nigitabo cyagutse cya orchestre, LlamaIndex irarushijeho kuba myiza mugushakisha no kugarura amakuru.
Ubushishozi
Umuyoboro urimo, indangagaciro, kugarura, guhuza. Inyandiko zigabanyijemo ibice, buri kimwe cyahinduwe kuri vector ishiramo ibisobanuro bisobanura. Mugihe cyibibazo, ikibazo cyumukoresha cyashyizwemo kandi ugereranije na vectors zabitswe kugirango ubone imipira yegeranye; utwo duce wongeyeho ikibazo cyibibazo byoherejwe kuri LLM. LlamaIndex itanga kandi inzira yo kubaza, kongera gutondekanya, hamwe nibipimo byubatswe kuburyo umunzani wo kugarura birenze gushakisha ibintu bisa.
Kumenya LlamaIndex
LlamaIndex nisoko ifunguye-isoko yamakuru ihuza imiterere nini yururimi namakuru yawe yihariye kandi yo hanze. Yinzobere mugusubirana-kwongererwa ibisekuru (RAG), byoroshe gufata, indangagaciro, nibibazo kugirango LLM isubize ibibazo bishingiye kubumenyi bwawe bwite. LlamaIndex irasobanutse neza murwego rwingamba, kugera kubitegererezo, gufata ibyemezo, hamwe nubufatanye bwibidukikije. Kugirango wubake byimbitse, fata LlamaIndex 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 LlamaIndex asuzuma ingamba zabacuruzi, ikarita yerekana ikarita yizewe, hamwe ningaruka zo gufunga mbere yo gukora. 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.
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha. Mugihe kimwe, Amatangazo yo gutangiza arashobora gusumbya umutekano mubikorwa nyabyo byakazi. 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
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha.
Ibishushanyo mbonera byabacuruzi bigira ingaruka kubiranga ikipe yawe ishobora kubaka ubutaha. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka.
Amagambo yubucuruzi nuburyo bwo kohereza bigira ingaruka kubiciro byigihe kirekire ningaruka. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura.
Isosiyete ishimangira gushiraho ibicuruzwa bitemewe, igihagararo cyumutekano, no gufungura. 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
Urugaga rw'amategeko rwerekana amasezerano ibihumbi n'ibihumbi kugirango abunganizi bashobore kubaza ibibazo byoroheje-Icyongereza kandi babone ibisubizo byatanzwe ku ngingo zihariye.
Isosiyete ihuza LlamaIndex na wiki yimbere na Slack kugirango abakozi babaze umufasha umwe ushingiye aho gushakisha intoki.
Itsinda ryimari rikoresha LlamaParse kugirango rikure imbonerahamwe muri raporo zigoye za PDF, hanyuma ubaze imibare ukoresheje LLM.
Umushakashatsi yubaka ubumenyi-shusho yerekana impapuro zubumenyi kugirango akurikirane uko ibitekerezo bihuza inyandiko nyinshi.
Uburyo bwo Gushyira mu bikorwa
LlamaIndex mubikorwa
Urugaga rw'amategeko rwerekana amasezerano ibihumbi n'ibihumbi kugirango abunganizi bashobore kubaza ibibazo byoroheje-Icyongereza kandi babone ibisubizo byatanzwe ku ngingo zihariye.
Urugaga rw'amategeko rwerekana amasezerano ibihumbi n'ibihumbi kugirango abunganizi bashobore kubaza ibibazo byoroheje-Icyongereza kandi babone ibisubizo byatanzwe ku ngingo zihariye Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho biri imbere, agakomeza inzira yo kuzamura abantu ku manza zaciwe, kandi agakurikirana inyungu zibyara umusaruro hamwe n’ikosa ryigihe.
LlamaIndex mubikorwa
Isosiyete ihuza LlamaIndex na wiki yimbere na Slack kugirango abakozi babaze umufasha umwe ushingiye aho gushakisha intoki.
Isosiyete ihuza LlamaIndex na wiki yayo imbere na Slack bityo abakozi bakabaza umufasha umwe ushingiye aho gushakisha intoki Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
LlamaIndex mubikorwa
Itsinda ryimari rikoresha LlamaParse kugirango rikure imbonerahamwe muri raporo zigoye za PDF, hanyuma ubaze imibare ukoresheje LLM.
Itsinda ry’imari rikoresha LlamaParse kugirango rikure imbonerahamwe muri raporo zigoye za PDF, hanyuma ubaze imibare ukoresheje Amakipe ya LLM ubusanzwe ibona ibisubizo byiza iyo isobanuye ibipimo ngenderwaho byimbere, ikomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi ikurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
LlamaIndex mubikorwa
Umushakashatsi yubaka ubumenyi-shusho yerekana impapuro zubumenyi kugirango akurikirane uko ibitekerezo bihuza inyandiko nyinshi.
Umushakashatsi yubaka ubumenyi-shusho yubumenyi hejuru yimpapuro za siyansi kugirango akurikirane uko ibitekerezo bihuza inyandiko nyinshi Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ingaruka & Kurinda
Gutangiza amatangazo arashobora gusumbya ituze mubikorwa nyabyo byakazi.
Ibiciro bya API cyangwa guhindura politiki birashobora guhagarika ibitekerezo ijoro ryose.
Abashoramari bonyine bishingira byongera gufunga no kwimuka.
Igishushanyo mbonera
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets.
Suzuma abatanga serivisi ukoresheje imirimo yawe bwite na datasets. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe.
Ongera usuzume ubuzima bwite, umutekano, namategeko mbere yo kwishyira hamwe. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi.
Komeza gahunda yo gusubira inyuma kurugero cyangwa abacuruzi. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe.
Kurikirana inyandiko zisohora kugirango impinduka zumuhanda ntizitangaje amakipe. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.