Dzidza Nhau Zvishandiso Mabasa Chinangwa

AI Glossary Nguva

Chii chinonzi Dura reVector (Vector Database)?

Tsanangudzo

Dhatabhesi yakagadziridzwa kuchengetedza uye kubvunza yakakwirira-dimensional embedding vectors.

Bhurawuza yakazara AI Glossary Ongorora ese emahara AI madhairekitori

HNSWGirafu-yakavakirwa indekisi chimiro chekukurumidza fungidziro yepedyo-muvakidzani kutsvaga pamusoro pepamusoro-dimensional vectors.KuisirwaNhamba yeVector inomiririra inotora zvinoreva semantic yezvinyorwa, mifananidzo, kana imwe data.Shoko EmbeddingDense vector inomiririra yemazwi anotora hukama hwesemantic.Muenzaniso weEmbeddingMuenzaniso wakagadzirirwa kushandura data kuita mavheji anoshandiswa kutsvaga semantic, kubatanidza, uye kudzoreredza.Convolutional Neural Network (CNN) (Nehurukuro Yekufambisa)A neural architecture yakagadziridzwa kugadzirisa grid-senge data senge mifananidzo.Gradient (Mutsara)Vector inoratidza kuti yakawanda sei parameter imwe neimwe inofanira kuchinja kuderedza kurasikirwa.

Dzidza zvakawanda mumadhairekitori edu emahara

Vector Databases Residual Vector Quantization X-Vector Speaker Embeddings Function Vectors and Task Representations

Onawo

Validation Set Vision-Language Model (VLM)Unsupervised Learning Weak Supervision Training Loss Weight Transformer Transfer Learning