360 Score: 3.59
For Vendors

RASA framework in Voice Assistant Application Startups

  • San Francisco, California, United States
  • Below $10 MN
Company Overview
Rasa framework offers following features:
  • Understand messages- Enables to turn free-form text in any language into structured data. Also supports single and multiple intents and both pre-trained and custom entities.
  • Hold conversations- By using machine learning-based dialogue management it helps to hold back-and-forth conversations which helps to easily integrate with business logic.
  • Interactive learning- Helps in training data by talking to assistant and provide feedback when it makes an error.
  • Connect to messaging channels- Integrates assistant on Slack, Facebook, Google Home, custom channels, and more.
  • Integrate APIs- Interact with other APIs and systems through custom actions.
  • View and annotate conversations- Highlights, marks, filter and fix conversations that didn’t go well to continually improve assistant.
  • Version and manage models- Track and manage your models: promote to production or easily roll back.
  • Deploy anywhere- Easy deployment with ready-to-deploy Docker containers and orchestration to run Rasa on premise or using cloud provider.
USP

Rasa is an open source machine learning framework for building contextual AI assistants and chatbots. Rasa has two main modules- NLU for understanding user messages and Core for holding conversations and deciding what to do next. Rasa X is a tool that helps to build, improve, and deploy AI Assistants that are powered by the Rasa framework. Rasa X includes a user interface and a REST API.

RASA framework Popular Comparisons
Evaluated against 108 key buying criteria
Strengths
  • Cloud
  • Customer base
  • Integrated
  • On-Premises
  • On-Site Support
  • Standalone/Platform
  • Integration and Deployment
  • Customer Support
  • Devices
  • Minimum hardware and/or OS configuration required
  • Mobile
  • Product Demos
  • Proof of Concept
  • Technical Support
  • Web
  • 3rd Party Integrations
  • Analytics
  • Compliance
  • Device connectivity
  • Diagnostics
Weaknesses
  • No Weaknesses
No Reviews
Questions And Answers
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#1 Type of solutions offered / Standalone/Platform
#2 Type of solutions offered / Integrated
#3 Services offered / Integration and Deployment
#4 Functionalities/Capabilities offered / Multilingual Experience
#5 Functionalities/Capabilities offered / Skill Development Kit

RASA framework QUADRANTS

RASA framework has chosen it’s strengths in these 3 territories
  • Niche Quadrant

    All-North America

  • Niche Quadrant

    BFSI-All

  • Niche Quadrant

    All-Europe