Documentation
Everything you need to embed, configure, and deploy SmartFAQs.ai.
Getting Started
SmartFAQs.ai is a platform for building evidence-based chatbots. We handle the ingestion, chunking, embedding, and retrieval of your documents so you can focus on the user experience.
npm install @smartfaqs/chat-widget
Once installed, you can drop the widget into any React application.
Retrieval Concepts
Our pipeline is unique because it uses Docling for parsing and Ambrosia for metadata augmentation.
Rehydration
We fetch neighbors of the retrieved chunks to provide more context.
Reranking
We use VoyageAI reranker to sort chunks by semantic relevance.