This guide will help you improve RAG accuracy by as much as 35% with only one line of code.

1. Create an Account

Go to to create an account- be sure to save the API key generated during onboarding or get one from the API keys page

2. Install the Pongo Client

3. Semantic Filter with Pongo

Run your pipeline and pass the top 50-100 results to Pongo along with your query, then you’ll get the top-k back in order of relevance for use in your application!