Advanced RAG Filtering and Tagging
Intro
Voiceflow's Knowledge Base (RAG) API allows you to use filters and tags to create more powerful agents. In this recipe, you'll learn how to:
- Use a feedback card to tags docs based on LLM answers
- Generate a new doc using “file” upload/tag with user’s question and LLM answer
- Use KB Upload API to add this newly created doc
- Use KB Query API with tags filtering
- Get the best chunk based on “validated” tag and highest score.
- Reduce token usage by avoid using LLM for validated answers
- Limit hallucinations and return same validated answers each time
YouTube video
Try yourself
Try the template yourself! . Import into your project.
Updated 2 months ago