gemini-embedding-2-preview

embed

Context

Capabilities

vision

tool call

structured output

reasoning

json mode

streaming

fine tuning

batch

Details

Family—

Statusactive

Input modalitiestext

Output modalitiestext

Knowledge cutoff—

Release date—

Deprecation date—

Typeembed

Reasoning tokens—

Max input—

Sourceofficial

Last updated2026-03-22

Endpoints

Generate ContentPOST

Generate text from multimodal inputhttps://us-central1-aiplatform.googleapis.com/v1beta/models/{model}:generateContent

Stream ContentPOST

Stream text generation responseshttps://us-central1-aiplatform.googleapis.com/v1beta/models/{model}:streamGenerateContent

API

GET/v1/models/vertex/gemini-embedding-2-preview

Changes · 3 entries

gemini-embedding-2-previewupdate7a4f1f6Mar 22, 2026, 05:43 AM

capabilitiesstreamingyestool callyesstructured outputyesreasoningyesbatchyes

modalitiesinput["text","image","video","audio"]→["text"]output["text","image"]→["text"]

tools["function_calling"]

gemini-embedding-2-previewupdateb50649fMar 21, 2026, 11:58 PM

model_typeembed

tools["function_calling"]

endpoints["generateContent","streamGenerateContent"]

gemini-embedding-2-previewcreate7f5c66fMar 21, 2026, 05:16 AM