Gemini Embedding 2 Preview

Gemini Embedding 2 Preview is a text embedding model from Google. Call gemini-embedding-2-preview through MixRoute’s native Gemini endpoint; an OpenAI-compatible endpoint is also supported.

Key capabilities

Gemini embedContent - Native Gemini embedding endpoint
Vector embeddings - Convert text into numeric vectors
Batch input - Accept a string or an array of strings
Similarity workflows - Use vectors for search and clustering

Quick example

Gemini embedContent

cURL
Python

curl "https://api.mixroute.ai/v1/models/gemini-embedding-2-preview:embedContent" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "content": {
    "parts": [
      {
        "text": "MixRoute model API"
      }
    ]
  }
}'

import requests

response = requests.post(
    "https://api.mixroute.ai/v1/models/gemini-embedding-2-preview:embedContent",
    headers={"Authorization": "Bearer YOUR_API_KEY"},
    json={'content': {'parts': [{'text': 'MixRoute model API'}]}},
)

print(response.json())

OpenAI-compatible Embeddings

cURL
Python

curl "https://api.mixroute.ai/v1/embeddings" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
  "model": "gemini-embedding-2-preview",
  "input": "MixRoute model API"
}'

import requests

response = requests.post(
    "https://api.mixroute.ai/v1/embeddings",
    headers={"Authorization": "Bearer YOUR_API_KEY"},
    json={'model': 'gemini-embedding-2-preview', 'input': 'MixRoute model API'},
)

print(response.json())

Parameters

Gemini embedContent

Parameter	Type	Required	Description
`content`	object	Yes	Text content built from parts.
`taskType`	string	No	Embedding task type when supported.
`outputDimensionality`	integer	No	Requested output dimensions when supported.

OpenAI-compatible Embeddings

Parameter	Type	Required	Description
`model`	string	Yes	Must be `gemini-embedding-2-preview`.
`input`	string \| array	Yes	Text to embed.
`dimensions`	integer	No	Requested dimensions when supported.

Home

Model Introduction

Gemini Embedding 2 Preview

Key capabilities

Quick example

Gemini embedContent

OpenAI-compatible Embeddings

Parameters

Gemini embedContent

OpenAI-compatible Embeddings

​Key capabilities

​Quick example

​Gemini embedContent

​OpenAI-compatible Embeddings

​Parameters

​Gemini embedContent

​OpenAI-compatible Embeddings

Key capabilities

Quick example

Gemini embedContent

OpenAI-compatible Embeddings

Parameters

Gemini embedContent

OpenAI-compatible Embeddings