AI Glossary Nguva

Chii chinonzi Shoko Embedding?

Tsanangudzo

Dense vector inomiririra yemazwi anotora hukama hwesemantic.

Bhurawuza yakazara AI GlossaryOngorora ese emahara AI madhairekitori

Mashoko anoenderana

KuisirwaNhamba yeVector inomiririra inotora zvinoreva semantic yezvinyorwa, mifananidzo, kana imwe data.Dura reVector (Vector Database)Dhatabhesi yakagadziridzwa kuchengetedza uye kubvunza yakakwirira-dimensional embedding vectors.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.Kusimbisa chizivisoKupinza chiratidzo chinooneka muAI-yakagadzirwa zvinyorwa kana midhiya kuti igozoonekwa seyakagadzirwa muchina.Kudzidza KwakadzikaChikamu chekudzidza kwemichina chinoshandisa akawanda-layer neural network yekumiririra kudzidza.

Dzidza zvakawanda mumadhairekitori edu emahara

Audio Embeddings and Representation LearningWordPiece TokenizationSentence-BERT EmbeddingsX-Vector Speaker Embeddings

Onawo

WeightXAI (Explainable AI)Weak SupervisionZero-Shot LearningVision-Language Model (VLM)Agentic WorkflowAI ActValidation Set