Built in
Cohere
The library supports usage of Cohere-AI embed-english-v2.0
embedding model out of the box. This model returns vectors with dimension 4096.
Hereβs what you have to do to use it -
-
Sign up for an account with Cohere-AI, go to the API Keys section and copy / create an API_KEY.
-
Set the key in the environment variable
COHERE_API_KEY
COHERE_API_KEY="<YOUR_KEY>"
Install Cohere addon
npm install @llm-tools/embedjs-cohere
Usage
import { RAGApplicationBuilder } from '@llm-tools/embedjs';
import { CohereEmbeddings } from '@llm-tools/embedjs-cohere';
import { HNSWDb } from '@llm-tools/embedjs-hnswlib';
const app = await new RAGApplicationBuilder()
.setEmbeddingModel(new CohereEmbeddings())
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