# Bubble

Bubble is a no-code platform for building web applications. It provides a visual editor for designing the user interface and a workflow engine for implementing the application logic.

You can directly interface with AI services in Bubble workflows but you quickly hit a wall with more complexe AI use-cases. This is where flowtastic comes in. You can use flowtastic to implement the AI logic and then call the flowtastic workflows from within Bubble.

To ease the integration, we're providing plugins and examples for extending a Bubble application with powerful AI capabilities.

• Plugin: flowtastic (Bubble plugin store)
  Our Plugin for Bubble. It provides actions for directly launching flowtastic workflows from within Bubble.
• RAG template: flowtastic-rag-example (Bubble templates)
  A simple template which shows how to implement an AI-powered chat with flowtastic and Bubble. Support document ingestion, semantic knowledge lookups and rembers user conversations.

# Getting started

Before we are getting started, you're invited to book a call with us. We're happy to help you with integrating flowtastic into your Bubble application.

• Step 1: Install the flowtastic plugin from the Bubble plugin store.
• Step 2: Visit the flowtastic-rag-example template as a source of inspiration for common building blocks.
• Step 3: Create a flowtastic workflow. You can design your own one or, if you're starting with our RAG template, just start with the two workflow templates:
  • RAG with users: ingest
    This workflow is responsible for ingesting documents and indexing them for semantic knowledge lookups. It can be called from a Bubble file upload element to direct ingest whatever document the user wants to include in his knowledge base.
  • RAG with users: query
    This workflow is responsible for answering user queries. It's called with a user prompt and id, retrieves context from the knowledge base and answers the user request.