replicate
/
all-mpnet-base-v2
This is a language model that can be used to obtain document embeddings suitable for downstream tasks like semantic search and clustering.
Run replicate/all-mpnet-base-v2 with an API
Use one of our client libraries to get started quickly.
Set the REPLICATE_API_TOKEN
environment variable
export REPLICATE_API_TOKEN=<paste-your-token-here>
Learn more about authentication
Install Replicate’s Node.js client library
npm install replicate
Run replicate/all-mpnet-base-v2 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
import Replicate from "replicate";
const replicate = new Replicate();
const input = {
text: "You shall know a word by the company it keeps."
};
const output = await replicate.run("replicate/all-mpnet-base-v2:b6b7585c9640cd7a9572c6e129c9549d79c9c31f0d3fdce7baac7c67ca38f305", { input });
console.log(output)
//=> [{"embedding":[0.02005307748913765,0.041290685534477234,0...