Visualize embeddings from OpenAI, Cohere or Voyage for given input a 2D space using Principal Component Analysis. While this helps you visualize the inputs, I wouldn't put too much stock into proximity of results.
Development server:
npm run devOpen http://localhost:3223 with your browser to see the result.
docker build -t embeddings-visualizer:latest .
docker run -d -p 3223:3223 -e OPENAI_API_KEY=$OPENAI_API_KEY -e VOYAGE_API_KEY=$VOYAGE_API_KEY -e COHERE_API_KEY=$COHERE_API_KEY --name embeddings-visualizer embeddings-visualizer:latest
If any of the above environment variable is not set, you'll see "docker run" requires at least 1 argument.. Remove that particular api key and try again.