Ollama Embeddings

Ollama Embeddings

Endpoint: /ollama/api/embeddings

Description: Generate embeddings for provided text using a specified model.

Authentication: Required (JWT token or Api Key)

HTTP Method: POST

Request Format:

{
	"model": "nomic-embed-text:latest",
	"prompt": "This is a sample text for embedding generation",
	"options": {
		"temperature": 0.5
	},
	"keep_alive": -1
}

Key Request Parameters:

Parameter	Type	Required	Description
model	string	Yes	ID of the model to use
prompt	string	Yes	Text to generate embeddings for
options	object	No	Model-specific options
keep_alive	number/string	No	Duration to keep model loaded in seconds

Response Format:

{
  "embedding": [0.012, -0.045, 0.067, ... ],
}

Key Response Fields:

Field	Type	Description
embedding	array of numbers	Vector representation of the input text

Response Codes:

• 200: Successfully generated embeddings

• 400: Model not found or invalid request