Enhancing Rasa NLU models with Custom Components

Product

Platform Overview

Rasa extends LLMs with structured flows, deterministic logic, and built-in recovery patterns.

CALM

CALM extends the flexibility of LLMs with the reliability of deterministic logic.

Chat

Manage layered, real-world conversations with memory, logic, and adaptability built in.

Enterprise RAG

Retrieve information in real time, so every answer is fresh, verifiable, and aligned with your trusted data.

NLU

Begin with intent-based structure, expand with AI flexibility as needed.

Voice

Real-time voice infrastructure with enterprise-grade speed.

Agentic AI

Create agents that take initiative and adapt to complexity.

Multilingual AI

Expand globally with agents that adapt to language, tone, and context.

Orchestration

Coordinate agents and tools to give users the right help at the right moment.

MCP

MCP gives your AI agents a standard way to connect with APIs as tools.

Use Cases

Customer Experience

From onboarding to loyalty, build experiences that learn and adapt.

Customer Support

Resolve routine issues quickly with automation, and make room for deeper support work.

Sales Enablement

Guide buyers with the right information at the right time to drive revenue.

Operational Efficiency

Automate processes, orchestrate systems, and free teams to focus on growth.

Industries

Finance & Banking

Build secure, compliant AI experiences trusted at scale for financial services.

Retail

Guide shoppers, resolve issues, and boost conversions across every channel.

Government & Public Sector

Handle high-volume inquiries and streamline workflows without compromising trust.

Insurance

Automate policy and claim interactions with precision and transparency.

Healthcare

Automate complex conversations securely for better patient and provider outcomes.

Telecom

Handle high-volume support with agents that connect systems and recover from errors.

Travel, Transport, & Hospitality

Automate tasks from booking to boarding and resolve issues quickly.

Developers

Docs

Find detailed guidance for each step of building agents in our product docs.

Learning Center

The best place to learn all about Conversational AI.

Developer Edition

The Rasa Developer Edition is free and gives you access to Rasa with CALM.

Try Rasa Now

Test drive Rasa's Conversational AI now with Hello Rasa.

Resources

Take your Rasa knowledge to the next level with on demand webinars, whitepapers, case studies, and more.

Professional Services

Rasa's expert team accelerates your conversational AI journey and enhances your long-term success.

Blog

Discover insights and stories shaping the future of conversational AI.

Events

Explore opportunities to learn, collaborate, and engage with the Rasa community.

Customer Stories

We help the world's leading companies create the best AI assistants.

Support

Leverage our deep expertise to maximize the value of Rasa.

Get a demo

Enhancing Rasa NLU models with Custom Components

Posted Feb 19, 2019

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AI that adapts to your business, not the other way around

Build your next AI

agent with Rasa

Power every conversation with enterprise-grade tools that keep your teams in control.

get a demo

Enhancing Rasa NLU models with Custom Components

Read more

How to Use Speech Recognition in Call Centers

Building A Conversational AI Agent for Sourcing Motorcycles with RASA

Building an AI Agent for a Dental Clinic with Rasa

AI that adapts to your business, not the other way around

Build your next AI

agent with Rasa