AI Glossary Nguva

Chii chinonzi HNSW?

Tsanangudzo

Girafu-yakavakirwa indekisi chimiro chekukurumidza fungidziro yepedyo-muvakidzani kutsvaga pamusoro pepamusoro-dimensional vectors.

Bhurawuza yakazara AI GlossaryOngorora ese emahara AI madhairekitori

Mashoko anoenderana

ANN (Muvakidzani Anenge Ari Pedyo)Algorithms inowana mavheji padyo nemubvunzo pasina kuenzanisa kwakazara, kutengesa chaiko kwekumhanya.Dura reVector (Vector Database)Dhatabhesi yakagadziridzwa kuchengetedza uye kubvunza yakakwirira-dimensional embedding vectors.Ruzivo GirafuChimiro chegirafu chemasangano uye hukama hunoshandiswa kufunga kana kudzoreredza.Muenzaniso weEmbeddingMuenzaniso wakagadzirirwa kushandura data kuita mavheji anoshandiswa kutsvaga semantic, kubatanidza, uye kudzoreredza.Kutsvaga KwakasanganiswaNzira yekudzorera iyo inosanganisa keyword (lexical) kutsvaga nevector (semantic) kutsvaga zviri nani kuyeuka uye kunyatso.Kufamba kweDataShanduko mune chaiyo-yenyika yekupinza data nekufamba kwenguva iyo inogona kudzikisira modhi maitiro.

Onawo

RerankerSentencePieceBPE (Byte Pair Encoding)Cross-EncoderSliding Window AttentionBi-EncoderALiBiLLM-as-Judge