💬 Rasa

2 guides covering common problems, patterns, and production issues in Rasa.

Rasa is an open-source conversational AI framework for building enterprise-grade chatbots and voice assistants. Its CALM architecture (Rasa 3.x+) uses LLMs to drive conversation flow via natural language commands, replacing brittle rule-based NLU pipelines.

  • CALM: LLM-backed conversation flows via natural language commands
  • Custom NLU pipeline for intent and entity classification
  • Multi-channel: web, Slack, Teams, WhatsApp, and voice
  • Enterprise: SSO, audit logs, private cloud deployment
  • Open-source core with Rasa Pro enterprise tier
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