What is HNSW? Definition | AI Understanding

Maanaam

Ab jumtukaayu index bu sukkandiko ci graphe ngir seetlu dëkkandoo bi gëna jege ci kaw vecteur yu am dimension yu kawe.

Term yu ci méngoo

ANN (Dëkkandoo bi gëna jege)

Algorithm yiy wut vecteur yu jege ab laajte te duñu def benn méngale bu mat sëkk, di jaay njub ngir gaawaay.

Base de done vecteur

Base de done buñ jagleel ngir denc ak laaj vecteur yu am dimension yu kawe.

Graafiku jëmmal entite ak relation yi ñuy jëfandikoo ngir xalaat wala seet.

Modèle d'intégration

Modèle buñ jagleel soppi done yi ci vecteur yu ñuy jëfandikoo ngir seet semantik, clustering ak retrieval.

Xeetu seetlu bu boole seetlu baat-caabi (lexical) ak seetlu vecteur (semantik) ngir gëna mëna fàttaliku ak gëna dëggu.

Coppite ci done yiñ dugal ci àdduna dëgg ci diir bu gàtt te loolu mën na wàññi performance model bi.

Xoolal itam

Reranker SentencePiece BPE (Byte Pair Encoding)Cross-Encoder Sliding Window Attention Bi-Encoder ALiBi LLM-as-Judge

Xoolal Glossaire IA bi yépp Saytu bépp tegtal IA bu amul fayda