RAG sistɛmewo
RAG sistɛmewo na ŋuɖoɖo siwo wòate ŋu da alɔe tso wò dɔwɔƒe nudzɔdzikpɔ la dzi
RAG sistɛm ɖeɖe kelemudeli ɖe wò nyatakaka dzi eye eɖo ŋuɖoɖo le nya si wòkpɔe kple si le ɣeyiɣi me la dzi. Kaufman AIS tsɔa RAG ɖoɖo na dɔwɔƒe siwo le Europe dzi, siwo le dedie, wòate ŋu kpɔe eye ɖeɖeɖe kple wò sistɛmewo siwo le dzi la.
Alea kelemudeli ɖeka menye to na dɔwɔƒewo o
Kelemudeli si nɔa dɔ ɖe public training data dzi menya wò ɖoɖowo, data alo dɔwɔwɔ o. Eɖo nya si nɔ anya gake menye nyateƒe o. Na dɔwɔƒewo esia nye vɔ̃ɖeɖe ɖeɖe.
- Ŋuɖoɖo nɔ anya gake menye ɖe wò data dzi o.
- Hallucination, nya si wòawɔ ɖe asi, menye ɖe eme o ne modeli menɔa ɖoɖo o.
- Nya si le ɣeyiɣi me la, alo ɖoɖo yeye, le mɔ o.
- Data si le dedie menye ɖe pakyawo o le ɖoɖo dzi.
- Dɔwɔ ƒe ɖoɖowo dzi ɖeɖe AI la eye wòawɔ ŋuɖoɖo ɖesiaƒe ɖe asi.
Kaufman AIS ƒe ɖoɖo
Míewɔ RAG sistɛmewo siwo ɖe kelemudeliwo ɖe ɖoɖo si le dedie me. Ŋuɖoɖowo nɔ tso nya si wòna mɔ na dzi, ɖesiaƒe kple ɖoɖo, eye wòakpɔe le wò data dzi.
- Ŋuɖoɖo tso wò nuŋlɔɖiɖiwo, data kple dɔwɔwɔ ƒe ɖoɖowo dzi.
- Hallucination ɖe eme le ɖoɖo si wòate ŋu kpɔe kple ɖoɖo dzi.
- ɖoɖo ɖesia nɔ ŋuɖoɖo, wòate ŋu kpɔe.
- ɖoɖo tso wò ɖoɖo dzi, zazãla nɔa nya si wòna mɔ na.
- Dɔwɔwɔ le Europe dzi alo le wò dɔwɔƒe me.
RAG sistɛm ƒe nɔnɔme
RAG menye chat interface ɖeka o; enye ɖoɖo na nudzɔdzikpɔ ƒe dɔwɔwɔ kple nɔnɔme si wòate ŋu kpɔe.
Alea RAG sistɛm wɔ
Retrieval Augmented Generation ɖe di ƒe ɖoɖo kple kelemudeli ƒe se ɖe eme. Kaufman AIS wɔ ɖoɖo siawo ɖe dɔwɔƒe ɖoɖo me.
Ingestion kple preprocessing
Nuŋlɔɖiɖiwo, database kple dɔwɔnu data ɖe eme le konnektorwo dzi, wòawɔ ɖoɖo eye wòaɖe metadata ɖe eme. ɖoɖo tso sistɛm siwo le ɖe eme la nɔ le ɖoɖo ɖesia dzi.
Nudzɔdzikpɔ ƒe ɖoɖo kple vector database
Nudzɔdzikpɔ ƒe ɖoɖowo ɖe ɖe vector database me. Sistɛm la di le nɔnɔme dzi, hafi ne wòŋlɔ nuɖeɖe tso nuŋlɔɖiɖi la o.
Retrieval ƒe ɖoɖo
Ne wòabiɖe la, sistɛm la di nya si le ɖoɖo me tso vector database dzi. Di ƒe ɖoɖo kple nudzɔdzikpɔ graf ate ŋu kpe ɖe eme.
Grounded generation
Kelemudeli nɔa ɖoɖo eye eɖo ŋuɖoɖo le ɖoɖo ɖesia dzi. Ne nya menye o la, wòagblɔ.
Nɔnɔme kple feedback
Biɖeɖe, ŋuɖoɖo kple ɖoɖowo le log me eye dɔwɔ ƒe ɖoɖowo ate ŋu ɖe eme ŋuɖoɖo nɔ anya.
RAG sistɛmewo ƒe zazã ƒe nɔnɔme
Míezã RAG le ale si nɔnɔme le nudzɔdzikpɔ ƒe ɖoɖo me nɔ dɔ wɔm. Dɔwɔwɔ, kasadzraɖoƒe, logistics, dɔwɔnamɔ kple dɔwɔ siwo le dedie nye tɔxɛ.
Kpekpeɖedᴐ kple teknikal kpekpeɖedᴐ
Kpekpeɖedᴐ ƒe ƒuƒuƒuwo kpɔ manual, ticket kple injineri ƒe nudzɔdzikpɔ le sekondi me.
Dɔwɔ kple ɖoɖo
Dɔwɔ ƒe ƒuƒuƒuwo biɖe ɖe nudɔwɔnu, nɔnɔme kple asidzedze ŋu le ɣeɖeɖe si wòate ŋu nya la me.
ɖoɖo kple ɖoɖo ƒe nya
ɖoɖowo, ɖoɖowo kple ɖoɖo ƒe biɖeɖe nye nudzɔdzikpɔ ƒe ɖoɖo. Dɔwɔ ƒe ɖoɖowo nɔa ɖoɖo kple ɖoɖo si wòate ŋu kpɔe.
Injineri kple dɔwɔwɔ
ɖoɖo, ɖoɖo kple nya tso dɔwɔ siwo va yi la nɔna nɔ kple ɣeyiɣi ɖesia.
Dɔwɔwɔ kple logistics
Dɔwɔwɔ ƒe nuŋlɔɖiɖiwo, vɔ̃ɖeɖe kple ɖoɖo siwo le ɖoɖo me la nɔna nɔ na dispatch kple dɔwɔwɔ ƒe ƒuƒuƒuwo.
Dodolawo siwo nɔ nudzɔdzikpɔ dzi
Dodolawo kple AI dodolawo ɖe dɔwɔ siwo va ɖewohĩ le RAG ƒe ɖoɖo dzi.
Dedienɔ, GDPR kple ɖoɖo
RAG ɖa nya si le dedie la dzi. Kaufman AIS wɔ dedienɔ ɖe ɖoɖo ƒe ɖaɖa me.
- Hosting le Europe dzi, le wò cloud me alo le wò dɔwɔƒe me.
- ɖoɖo tso sistɛm siwo le ɖe eme la, ŋuɖoɖo ɖesia ɖe wò ɖoɖo dzi.
- Encryption le transport kple storage me.
- Log na biɖeɖe, ŋuɖoɖo kple ɖoɖo.
- Kelemudeli siwo le dedie, data menye ɖe pakyawo o.
- GDPR, BaFin, MDR, ISO 27001 alo TISAX.
Biɖeɖe siwo wobu ɖe RAG sistɛmewo ŋu
Nu ka nye RAG sistɛm?
RAG nye ɖoɖo si ɖeɖe kelemudeliwo kple nudzɔdzikpɔ ƒe ɖoɖo si le dedie la. Biɖeɖe ɖe eme tso data la dzi eye modeli ɖo ŋuɖoɖo le nya si wòkpɔe dzi ɖeɖe.
Aleke RAG le dedie le dɔwɔƒe me?
Dedienɔ nye ɖoɖo ƒe nya. Míedɔ RAG le Europe dzi alo le wò dɔwɔƒe me, míeɖe ɖoɖo tso sistɛm siwo le ɖe eme la eye míeɖe log. Ne wòhiãe la, míezã kelemudeli siwo le dedie.
Data ƒe ɖoɖo ka ate ŋu ɖe eme?
ERP, CRM, DMS, SharePoint, Microsoft 365, Confluence, database kple dɔwɔ ƒe sistɛmewo. Míeɖeɖe nya siwo le ɖoɖo me kple siwo menye le ɖoɖo me o.
Nu ka le RAG kple chatbot tso?
Chatbot ɖo ŋuɖoɖo tso training data dzi. RAG ɖo ŋuɖoɖo tso wò nya si wòkpɔe dzi kple ɖoɖo. Esia naɖe be wòate ŋu zazãe le ɖoɖo siwo le dedie la me.
Aleke RAG ɖeka ate ŋu nɔ dɔ wɔm?
Zazã ƒe nɔnɔme ɖeka ate ŋu nɔ dɔ wɔm le ɣleti ɖewo me. Míeɖe eme le pilot me eye míeɖe eme.
Wòate ŋu zã kelemudeli siwo le dzi la?
Ee. Ne esia nɔ dɔ wɔm la, míeɖe RAG kple modeli siwo wòzã la eye míe te tsoyomawo ɖe eme ne ɖoɖo hiãe.
Aleke nudzɔdzikpɔƒe nɔ ɣeyiɣi me?
Le konnektorwo kple sync dzi, ɖoɖowo le ɖoɖo me. Trɔɖe le SharePoint, Confluence, ERP alo DMS me le ɖoɖo me.
Nu ka dzɔ ne sistɛm la ɖo ŋuɖoɖo si menye nyateƒe o?
RAG ɖe eme hallucination le ɖoɖo dzi. Míeɖe nyuie ɖe eme le test, feedback kple sampling dzi. Zazãla nɔa ɖoɖo eye wòate ŋu gblɔ. Nyuie nɔ anya ɖe eme.
Wòate ŋu ɖe ERP alo database ƒe data ɖe eme?
Ee. Nuŋlɔɖiɖiwo kple data tso ERP, CRM kple database ɖe eme le nudzɔdzikpɔ ƒe ɖoɖo ɖeka me.
RAG sistɛmewo le wò data ƒe ɖoɖo dzi
Míekpɔ wò nudzɔdzikpɔ ƒe ɖoɖo kple zazã ƒe nɔnɔme eye míana ale RAG nɔ wò dɔ wɔm wu. Le nɔnɔme ɖeka me míeɖe ɖoɖo si ate ŋu agbalẽe.
Kpekpeɖeŋu
Ka na míe ɖe wò data ƒe ɖoɖo, nudzɔdzikpɔ ƒe ɖoɖo kple dodolawo siwo ate ŋu nɔ dɔ wɔm le wò dɔwɔƒe me la ŋu.
