MistralAI
To use MistralAI embeddings, you need to import MistralAIEmbedding
from llamaindex
.
import { MistralAIEmbedding, serviceContextFromDefaults } from "llamaindex";
const mistralEmbedModel = new MistralAIEmbedding({
apiKey: "<YOUR_API_KEY>",
});
const serviceContext = serviceContextFromDefaults({
embedModel: mistralEmbedModel,
});
const document = new Document({ text: essay, id_: "essay" });
const index = await VectorStoreIndex.fromDocuments([document], {
serviceContext,
});
const queryEngine = index.asQueryEngine();
const query = "What is the meaning of life?";
const results = await queryEngine.query({
query,
});