Indexu Llama
LlamaIndex kaadaru done bu ubbeeku la buy boole xeeti làkk yu bari ak say done yu bopp ak yu biti.
Résumé
It specializes in retrieval-augmented generation (RAG), making it easy to ingest, index, and query documents so an LLM can answer questions grounded in your own knowledge.
Plongeur bu xóot
Jerry Liu moo ko defar, ñu njëkka woowe GPT Index bi ñu ko tàmbale ci 2022, LlamaIndex dafay xoole ci 'done' genn-wàllu aplikaasioŋu LLM. Ndax model yi amul palanteer yu bari te xamu ñu sa fichier privé, LlamaIndex dafay joxe pipeline ngir dindi bërëb boobu: lëkkalekaay yi (jaaraleko ci LlamaHub) charge done yu bawoo ci PDFs, Notion, Slack, base de done, ak téemeeri balluwaay; done yi dañu leen xaaj ay node ba noppi dugal leen ci index vecteur; ak motëru laajte dafay jël pàcc yi gëna am solo ngir jox model bi waxtu tontu. Dafay jàppale itam jumtukaay yu gëna xarañ yu melni index summary, graphique xam-xam, ak agent dokimaa yu bari. Kompani bi genne na LlamaParse, di parser dokimaa yu am doole ngir PDF ak tablo yu jafee xam, ak LlamaCloud ngir yoriinu jëfandikoo gi. Bi LangChain jumtukaayu orkestraasioŋ bu yaatu la, LlamaIndex moo gëna xarañ ngir seetlu ak seetlu ci done.
Gis-gis xarala
Pipeline bi mooy jël, index, jëlaat, defar. Këyit dañu leen xaaj ay node, bu nekk ci ñoom soppiku nekk vecteur buy jàpp lu semantik di tekki. Bi ñuy laaj, dañuy dugal laaj bi jëfandikukat bi def, ba noppi ñu méngale ko ak vecteur yiñ denc ngir gis li gëna méngoo; chunks yooyu boole ci laaj bi ñu yónnee LLM. LlamaIndex itam dafay joxe yoon ngir laaj, rang bu bees, ak index yuñ yamale suko defee balansu seet bi weesu seetlu nuru bu amul benn njariñ.
njeextalu pexe
Pexem jaaykat
Kartu yoonu jaaykat yi ñooy wane man-man yi sa ekip mëna tabax ci kanam.
Njëgg ak budget
Anamu jënd ak jaay ak tànneefi dugal dañu am njeexital ci njëg ak risk ci diir bu xawa yàgg.
Risk ak kaaraange
Li liggéeyukaay bi di ñaax mooy tëral ni produit bi di doxee, kaaraange gi ak ubbeeku gi.
Ëlëgu LlamaIndex
LlamaIndex mingi yéeg ci stack bi joge ci plomberie RAG dem ci agent, ay done yu bari, fu agent LLM mëna waajal ay laaj ci këyitu jumtukaay ak jumtukaay yu bari. Dugal xaalis bu bari ci LlamaParse ak LlamaCloud dafay wane ni dañu bàyyi seen xel ci xam këyitu liggéeyukaay yi, rawatina PDF yi, tablo yi ak formileer yi. Lu palanteer yi di màgg, xaarandi pexe ibrid yu gëna am xel yuy boole seetlu ak xalaat yu yàgg yi moo gën ñuy wéeru ci benn ci ñoom kese.
Doxal ci àdduna dëgg
Benn cabinet avocat dafay indexe ay junni kontraa suko defee avocat yi mëna laaj ay laaj ci Àngle bu leer te am tontu ci ay klawusul yuñ joxoñ.
Benn kompiñi dafay boole LlamaIndex ak wiki bi ci biir ak Slack suko defee liggéeykat yi laaj benn assistant bu am suuf, duñu seetee seen loxo.
Benn ekipu xaalis dafay jëfandikoo LlamaParse ngir dindi ay tablo ci rapoor PDF yu jaffe, ba noppi laaj nimero yi jaaraleko ci LLM.
Gëstukat bi dafay tabax limu xam-xam ci kaw këyitu gëstukat yi ngir mëna toppu ni konsept yi di lëkkaloo ci biir këyitu gëstu yu bari.
Risk yi ak balustrade yi
Koom-koomu ubbite mën na raw stabilite ci def liggéeyu defar dëgg.
Njëg yi ci API wala coppite ci sàrt yi mën nañu dindi xalaat yi ci guddi gi.
Dependence ci benn jaaykat dafay yokk njëgu tëjug ak migraasioŋ.
Roadmap ngir samp gi
Saytu sa fournisseur yi nga jëfandikoo sa liggéey ak say done.
Xoolaat mbir yu nëbbu, kaaraange ak sàrti yoon balaa ngay boole.
Fexe am palaŋu fallback ci model yi wala jaaykat yi.
Xool notu génne yi suko defee coppite yi ci kàrtu yoon du jaaxal ekip yi.
Weyal di banneexu
Free newsletter
Get the daily AI briefing
Three verified AI stories every weekday morning, written in plain English. Free forever, no ads.
One email each weekday. Unsubscribe in one click. We never sell or share your address.
Test yourself
Take the LlamaIndex quiz
Instant feedback on every answer, and a shareable certificate with a verifiable ID once you pass a course.
Support free AI education. AI Understanding is a 501(c)(3) nonprofit — no ads, no paywall, ever. Make a donation
Gis bi ci topp
Këyitu klinik bu Abridge
Laaj yi ñuy faral di laaj
What is LlamaIndex?
LlamaIndex kaadaru done bu ubbeeku la buy boole xeeti làkk yu bari ak say done yu bopp ak yu biti. Dafay liggéey ci jëmmal-yokkum generation (RAG), muy yombal ingest, index, ak laaj dokimaa suko defee LLM mëna tontu laaj yi lalu ci sa xam-xam bopp.
Luñu njëkka sos LlamaIndex ngir def?
LlamaIndex benn kaadaru done la buñ jagleel RAG: jël, indexe, ak laaj dokimaa suko defee LLMs tontu ci sa done.
Lan lañu njëkka woowe LlamaIndex bi ñu koy dugal?
Jerry Liu moo ko defar, ñu dugal ko ci Index GPT ci 2022 balaa ñu koy soppi tuddee ko LlamaIndex.
Lan moo tax ñu soxla seet ludul tënk lépp ci laaj bi?
Context windows yi dañu am àpp, te model yi xamu ñu sa fichier privé, moo tax RAG dafay jël pàcc yi gëna am solo ngir boole ci.
Ci biir pipeline LlamaIndex, lan lañuy sos ci bépp paccu këyit ngir mëna seetlu semantik?
Bépp node/chunk dañu koy soppi def ko vecteur buy jàpp li muy tekki, suko defee ñu mëna seet nuru.
Lan lañu tabax LlamaParse ngir liggéey?
LlamaParse parser dokimaa la buñ defar ngir PDF ak tablo yu jafee xam, gëna baaxal kalite done yi laataa ñuy indexe.