Mixedbread AI integration

import { MixedbreadAIEmbeddings } from "@langchain/mixedbread-ai";

const embeddings = new MixedbreadAIEmbeddings({
  apiKey: "YOUR_API_KEY",
  // Optionally specify model
  // model: "mixedbread-ai/mxbai-embed-large-v1",
});

const embedding = await embeddings.embedQuery(
  "Represent this sentence for searching relevant passages: Is baking fun?"
);
console.log(embedding);

const documents = ["Baking bread is fun", "I love baking"];

const embeddingsArray = await embeddings.embedDocuments(documents);
console.log(embeddingsArray);

const customEmbeddings = new MixedbreadAIEmbeddings({
  apiKey: "YOUR_API_KEY",
  baseUrl: "...",
  maxRetries: 6,
});

try {
  const embeddings = new MixedbreadAIEmbeddings();
} catch (error) {
  console.error(error);
}