What is Vector Database? Definition | AI Understanding

Tsanangudzo

Dhatabhesi yakagadziridzwa kuchengetedza uye kubvunza yakakwirira-dimensional embedding vectors.

Mashoko anoenderana

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

Nhamba yeVector inomiririra inotora zvinoreva semantic yezvinyorwa, mifananidzo, kana imwe data.

Shoko Embedding

Dense vector inomiririra yemazwi anotora hukama hwesemantic.

Embedding Model

Muenzaniso wakagadzirirwa kushandura data kuita mavheji anoshandiswa kutsvaga semantic, kubatanidza, uye kudzoreredza.

Convolutional Neural Network (CNN)

A neural architecture yakagadziridzwa kugadzirisa grid-senge data senge mifananidzo.

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

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