all-MiniLM-L6-v2 - Kyma API

Overview

384 dimensions from six layers — the most downloaded embedding model there is, and the one most tutorials and starter repos hard-code. Reach for it to match an existing index or to keep a local prototype and a hosted one on the same vectors.

Specs

Field	Value
Model ID	`all-minilm-l6`
Best for	Matching an existing MiniLM index
Context window	512
Input modalities	Text
Output modalities	Text
Speed	Fast
Cost band	Cheap
Release stage	Stable

Pricing

	Per 1M tokens
Input	$0.00675
Output	$0.00

Example

from openai import OpenAI

client = OpenAI(base_url="https://kymaapi.com/v1", api_key="kyma-...")

response = client.embeddings.create(
    model="all-minilm-l6",
    input=["first document", "second document"],
)

Agent query example

Ask the API which models fit, instead of hardcoding an id:

curl "https://kymaapi.com/v1/models?recommended_for=search-documents&quality_tier=capable"

​Overview

​Specs

​Pricing

​Example

​Agent query example

Overview

Specs

Pricing

Example

Agent query example