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Build your next agent with Rasa Mantle

Start with an example. Make it your own.

Explore starter packs and example agents for chat and voice.
Build with natural-language skills, connect your tools, and add control where it matters.


Start building Explore the showcase Mantle docs


Get a free Developer Edition license · Join Rasa Community


Choose your starting point

Your goal Start here
Run your first Mantle agent Community quickstart — run a local example and inspect its tool calls.
Build a new Mantle project Mantle starter pack — scaffolding, coding-agent skills, and configuration checks.
Explore an industry use case Featured Mantle examples — find a starting point for your customer experience.
Browse more builds Community showcase — discover examples across voice, tools, and deployment.

Why Mantle?

Mantle is the orchestrator at the heart of the Rasa Platform. It selects skills, calls tools, and manages the conversation.

  • Start with natural language. Describe what your agent should do in skills.
  • Add control as you build. Introduce tool constraints and ordered steps where the task needs them.
  • Build for chat and voice. Reuse skills across channels and tune the voice experience.

Featured Mantle examples

These examples are linked from Rasa Community, with source code in the shared RasaHQ/rasa-community-resources repository.

Insurance

Poly

Explore claim intake, policy questions, and inspection scheduling with voice.

Explore the code →

Banking

Rasano

Explore account balances, transfers, payees, and card blocking with sample accounts.

Explore the code →

Telecom

Telano

Explore connectivity troubleshooting and billing conversations with simulated service tools.

Explore the code →

Travel

Atlas tutorial

Follow a voice-agent tutorial connecting travel skills and tools.

Explore the tutorial code →

Appointments

Schedora

Explore clinic appointment booking, contact management, and common questions.

Explore the code →

Automotive

Autono

Explore vehicle searches, reservations, dealer visits, and financing quotes.

Explore the code →

Run, inspect, customize

  1. Choose an example. Open its README and follow its setup instructions and version requirements.
  2. Configure your environment. Have your Rasa Developer Edition license and the model or speech credentials required by that example ready.
  3. Run and inspect. Try the sample conversations and examine how skills call tools.
  4. Make it yours. Adapt the skills and integrations, then test your own scenarios.

These are learning examples with sample data and tools. Review each repository’s license and runtime requirements, and adapt and validate the implementation before using it with customers.

Learn and build with Rasa Community

Resource What you’ll find
Quickstart A guided first project.
Showcase Example agents and starter packs to explore.
Library Practical guides and tutorials.
Office hours A place to bring questions about your build.
Join the community Connect with other builders and the Rasa team.
Contribute Share examples, improve documentation, and help others.

Looking for the original CALM starter packs?

The earlier industry packs remain available for teams working with CALM. Follow their individual READMEs; they use a different architecture from the Mantle examples above.

Insurance · Retail banking · Telecom


What will you build next?

Start building · Read the Mantle docs · Share your work

Built with Rasa · rasa.com · rasa.community

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  1. starterpack-retail-banking-en starterpack-retail-banking-en Public

    A Rasa starter pack for building AI assistants in retail banking with the Rasa CALM framework. Our Retail Banking Intelligent Assistant can transfer money, check balances, manage payees, and block …

    Python 11 4

  2. starterpack-telco-en starterpack-telco-en Public

    This repository contains a pre-configured chatbot starter pack designed specifically for the telecommunications industry. The assistant focuses on two key customer support areas: Helps users check …

    Python 3 2

  3. starterpack-insurance-en starterpack-insurance-en Public

    A Rasa starter pack for building AI assistants in the insurance industry with the CALM framework. The assistant supports home and auto insurance use cases, helping users file claims, check claim st…

    Python 3 2

  4. rasa-quickstart rasa-quickstart Public

    A Quickstart Repo for building Rasa Conversational AI Agents

    Python

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