Selected work from Rasa team
Library · article
Enterprise AI Security and Compliance: A Practical Framework
A framework for thinking about security and compliance when agents handle real customer data.
Library · article
How to Build an AI Agent: A Developer's Guide
A practical walkthrough of what goes into a production agent, from architecture choices to evaluation.
Library · article
Introducing Rasa University: A Hands-on Learning Path for Agent Engineers
The launch post for Rasa University — what the learning path covers and how the developer certification works.
Library · course
Why Voice AI Agents Fail
Learn how delays, interruptions and transcription errors affect voice agents, and how to handle them.
Library · course
Why Agents Fail
A free, self-paced course on why language-model agents fail in production and how to test and improve them.
Starting points · project
Mantle starter pack
Six Claude Code skills, a nine-check lint, and a git hook that catch Mantle’s silent configuration mistakes before they reach a commit. The five-chapter tutorial goes from an empty folder to a working, crash-tested agent.
Starting points · project
Starter pack: Retail banking
A retail-banking assistant: transfer money, check balances, manage payees, and block cards. Fork it and shape it into your own.
Starting points · project
Starter pack: Insurance
Guides customers through filing a claim, checking claim status, and coverage questions across home and auto insurance.
Starting points · project
Starter pack: Telecom
Demonstrates slow-internet troubleshooting, bill explanations, and handoff to a human agent with sample diagnostics.
Showcase · project
Agentic orchestration samples
Runnable sample assistants showing orchestration patterns for multi-agent and multi-skill setups.
Showcase · project
Customer service: Rasa vs LangGraph
A comparative evaluation of the same customer-service assistant built with Rasa and with LangGraph — read the notebooks and draw your own conclusions.
Showcase · project
Rime voice demo
A voice assistant architecture pairing Rasa with Rime speech synthesis and Deepgram speech recognition.
Showcase · project
Sovereign voice AI agents
Voice agents built to run fully under your own control — no dependency on third-party hosted models.
Showcase · project
RAG with FAISS and Gemini
A hands-on tutorial implementing retrieval-augmented generation in a Rasa assistant with FAISS and Gemini. A FAISS-only variant is also available.
Showcase · project
Developer Edition on Docker Compose
A Docker Compose setup for running the Developer Edition — a containerised local deployment example.
Showcase · project
Codespaces quickstart
Start building in the browser with GitHub Codespaces — no local Python setup required.