How to build one voice agent on Rasa, LangGraph and Strands
Build the same prescription-refill voice agent on Rasa, LangGraph and Strands Agents, and see what each framework makes you write.
7 chapters
StartBuild and check your first Mantle agent
Use the starter pack to build a plant-shop assistant and check its configuration before running it.
5 chapters
StartBuild a replacement-card assistant with address checks
Carry the address’s source and required verification into the tool that orders a replacement bank card.
7 chapters
StartTest an agent after changing its prompt
Combine checks of recorded events, model judges and simulated customer turns to inspect the effect of an agent change.
6 chapters
StartBuild agent documents from traceable source records
Create a financial-adviser document whose figures can be traced to the records used to produce it.
7 chapters
StartMove a customer-service assistant from REST tools to MCP
Move a CRM assistant’s tools to an MCP server while retaining its customer-service instructions.
6 chapters
StartBuild a bank assistant with shared sign-in and separate skills
Use shared session memory so related skills can reuse the demo customer’s identity without repeating a login.
7 chapters
StartPersonalise a Rasa agent's greeting before the first turn
Load what you already know about a customer before the greeting, then spend it later in the conversation — with control levers, not hope.
6 chapters
StartBuild a Voice AI Agent with Rasa Skills
Flagship tutorial for the Skills architecture and Deepgram voice — build Atlas, a Horizon Travel assistant, from first skill to progressive control.
11 chapters
Start