LlamaIndex – Chida Chotsogola Choyendetsera Deta ya RAG ndi Ma Agent a AI | Quasa.io

#Quasa #QUA #LlamaIndex

LlamaIndex ndi chida choyendetsera deta cha open-source pamodzi ndi LlamaCloud: santhulani, tulutsani deta, ikani m'magulu, gawani ndi kupanga mlozera wa zikalata za RAG ndi ma agent. Laibulale ya Python/TS ndi yaulere. Cloud imagwiritsa ntchito ma credit. Mapulani ovomerezeka: Free imapereka ma credit 10,000 pamwezi; Starter ndi $50 yokhala ndi 40,000; Pro ndi $500 yokhala ndi 400,000 komanso Slack; Enterprise imakonzedwa mogwirizana ndi zosowa zanu. Ma credit amawononga $1.25 pa 1,000. Fast parse imagwiritsa ntchito credit 1 pa tsamba; agentic plus imagwiritsa ntchito 45; makonzedwe ena okonzedweratu a ma invoice amafika pa 90. Kusanthulanso zikalata pogwiritsa ntchito zotsatira zosungidwa mu cache kungakhale kwaulere. LiteParse ndi OSS yoyendera pa kompyuta yanu popanda ma token. Si ChatGPT ndipo si nkhokwe ya chidziwitso yokonzeka kale. Gwiritsani ntchito ma credit onse a Free pa PDF yanu yovuta kwambiri. Gulani Starter pamene 10K yatha mkati mwa sabata. Sankhani Pro pamene kuchita ntchito zingapo nthawi imodzi ndi thandizo zili zofunika.

MPHAMVU ZAKE ZAZIKULU
• Imasanthula bwino matebulo, matchati ndi zolemba zapamanja
• Chida cha OSS pamodzi ndi cloud yoyendetsedwa ndi opereka ntchitoyi
• Kugwiritsa ntchito ma credit kumene mungawerengere pasadakhale
• Tulutsani deta pogwiritsa ntchito ma schema, popanda kuphunzitsa model
• LiteParse yogwirira ntchito pa makina osalumikizidwa ndi maukonde akunja  

NDI YABWINO KWA
Magulu amene akuika ma PDF ambiri mu ma agent—azachuma, inshuwaransi ndi oyendetsa ntchito—omwe amadziwa kale kuti ubwino wa RAG umadalira mmene zikalata zasanthulidwira.

MFUNDO ZOFUNIKA
• Akuti yasanthula zikalata 1B+
• Njira ya Auto yochepetsera mtengo pa tsamba
• Pulogalamu ya ma credit yamakampani ongoyamba kumene
• Hybrid / VPC pa Enterprise
• Ma webhook ndi kusunga zotsatira mu cache  

ZIMENE MUYENERA KUGANIZIRA
• Masamba osanthulidwa ndi ma agent amatha kuwononga ndalama zambiri
• Free imasiya kugwira ntchito ndi 402 ma credit akatha
• Malire a PAYG pa Starter/Pro
• Si nsanja yokwanira yoyendetsera ma LLM
• Ubwino wa zotsatira umadalirabe mmene chikalata chajambulidwira ndi scanner  

CHIGAMULO CHONSE
Nyenyezi 4.5/5. Pitirizani kugwiritsa ntchito laibulaleyi. Lipirani Cloud pa masamba okhawo amene Tesseract imalephera kuwasanthula bwino. Yang'anirani ma credit ngati nthawi yogwiritsa ntchito GPU. Pezaninso mphotho ya 1 QUA polemba ndemanga pa Quasa.io!

YAMBANI: https://quasa.io/projects/llamaindex