Discover RasaHQ/multiwoz-paper Open Source project by Rasa (@RasaHQ)

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RasaHQ

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Code to analyse MultiWOz and Google Taskmaster-1 dialogue datasets

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Python

18,586

rasa_core

Rasa Core is now part of the Rasa repo: An open source machine learning framework to automate text-and voice-based conversations

Python

2,329

rasa-demo

🐯 Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack

Python

929

financial-demo

A demo for a financial services bot

Python

308

rasalit

Visualizations and helpers to improve and debug machine learning models for Rasa Open Source

Jupyter Notebook

305

rasa-sdk

SDK for the development of custom actions for Rasa

Python

291

NLU-training-data

Crowd sourced training data for Rasa NLU models

Python

196

rasa-nlu-examples

This repository contains examples of custom components for educational purposes.

helpdesk-assistant

rasa-voice-interface

🎤 A simple web interface for building voice assistants with Rasa

Vue

168

algorithm-whiteboard-resources

this is where we share notebooks/projects used in your youtube channel

Jupyter Notebook

146

rasa-masterclass

Data and code files for specific Rasa Masterclass episodes

Jupyter Notebook

139

medicare_locator

🏥Medicare Locator - Open source starter pack for developers to build contextual chatbots and AI assistants in healthcare

Python

138

tutorial-knowledge-base

Integrating Rasa with a knowledge base to encode domain knowledge and resolve entities

Python

122

rasa-x-helm

Rasa Enterprise Helm chart for deploying on Kubernetes (K8s) and OpenShift.

paraphraser

Tool to generate paraphrases of sentences in many languages.

Python

rasa-x-demo

Demo app for running a bot with Rasa Enterprise

Python

conversational-ai-workshop-18

Example showing generalisation

Jupyter Notebook

DIET-paper

Source code to reproduce results of our paper "DIET: Lightweight Language Understanding for Dialogue Systems"

rasa-for-beginners

STAR

rasa_lookup_demo

Improving entity extraction from text using the lookup table feature in rasa_nlu

Python

tutorial-tf-pipeline

Handling multiple intents using Rasa NLU Tensorflow pipeline

rasa-2.x-form-examples

This repository contains a few simple projects with forms.

Python

kb-demo-chatgpt

Python

nlu-hyperopt

Find the best hyperparameters for your Rasa NLU model

Python

rasa-calm-demo

Python

carbon-bot

Python

breakoutbot

A text based adventure game built with Rasa.

Python

TED-paper

Python

rasa-action-server-gha

A GitHub Action that simplifies using Rasa Actions and helps to prepare a Docker image with custom actions.

Dockerfile

retail-demo

Rasa's retail starter pack

Python

pokedex-demo

Rasa Demo for a digital assistant for pokemon

Python

tutorial-rasa-google-assistant

This repository contains the code of the tutorial 'Going beyond ‘Hey Google’: building a Rasa-powered Google Assistant'

Python

rasa-train-test-gha

A GitHub action to run easily rasa train and rasa test in the CIs.

Python

taipo

Experiments for data quality in Rasa.

Python

rasa-workshop-pydata-berlin

Jupyter Notebook

helm-charts

Helm charts for Rasa products

Smarty

conversational-ai-course-3.x

Containers code for the learning center course.

Python

rasa-workshop

A repository which contains the material for Rasa workshops

Jupyter Notebook

rasa-3.x-form-examples

This repository contains a few simple projects with forms.

Python

insurance-demo

Building a bot to handle general tasks for insurance.

Python

wellness-check-bot

A simple Rasa assistant that uses forms to conduct a daily health survey

Python

tutorial-rasa-alexa

Sample code for a Rasa virtual assistant with an Alexa connector.

Python

workshop-rasax

Python

rasactl

rasactl deploys Rasa X / Enterprise on your local or remote Kubernetes cluster and manages Rasa X / Enterprise deployments.

tod-in-context-learning

Python

rasa-action-examples

A place to host demos for custom actions.

Python

forms_bot

bot which uses forms to do hotel and restaurant booking task

Python

how-to-rasa

Python

live-gdrive-demo

Starter pack for the Rasa Stack

Python

starter-pack-intentless-policy

Python

REI

Rasa Ephermal Installer

Shell

rasa-workshop-pydata-dc

This repository contains the code of the Rasa workshop at PyData DC 2018

Jupyter Notebook

rasa-workshop-pydata-nyc

This repository contains the code of the Rasa workshop at PyData NYC 2018

Jupyter Notebook

awesome-rasa

A list of Rasa resources curated by Rasa and the community.

rasa-custom-spelling-featurizer

This repo contains a tutorial on how to write your own spelling featurizer.

Python

tutorial-migrating-dialogflow-to-rasa

This repository contains the code of the assistant used to demonstrate the migration from DialogFlow to Rasa

Python

spaCy-integration-demo

Python

rasa-3.x-component-examples

A basic Rasa project with Custom Components

Python

livestream-tf-pipeline

Code of the Rasa Twitch livestream on building bots with multi-intents using Rasa NLU TensorFlow pipeline

Python

rasa_stack

A PyPI package which includes Rasa Core and Rasa NLU

Python

rasa-examples

Repository with small Rasa examples.

Python

rasa-custom-fasttext

This repo contains a tutorial on how to make a fasttext featurizer

Python

nlu-and-jupyter

Demonstration of Rasa NLU from Jupyter Lab

Jupyter Notebook

stroopbot

A demonstration of a custom action

Python

rasa-ted-demo

This repo contains a project shows why TED works.

Python

botsociety-py-client

A python client to connect to the Botsociety API

Python

OpenAI_func_calling

workshop-adv-actions

Java

pizza-rule-demo

A demo of rules, stories, actions and forms

Python

benchmark-lookup-ee

This repository contains code to benchmark lookup table entity extraction.

Python

rasa-custom-printer-component

part of a lesson on how to build custom components

Python

rei-vm-terraform-example

Example terraform code for creating a VM that is ready for REI installation

Shell

deployment-workshop-bot-2

HandsOn_with_rasa

frontend-coding-test

Hands-on-with-Rasa-2

time-taken-experiment

Some experiments that track how long training might take.

Python

contributors

deploy-tags

TypeScript

deployment-workshop-bot-1

Python

rasa-nlu-eval-compare-gha

A GitHub Action that compares results of multiple Rasa NLU evaluation results and writes the output to an HTML table

Python

calm-guide-code

Python

golastmile.github.io

test-bot

Basic bot used as part of testing Rasa X

Python

rasa-2.0-user-tests-rules

Task for the user tests for rules as part of Rasa Open Source 2.0.

Python

frontend-test

Example Entity annotator (Mock repository)

JavaScript

workshop-rasax-short

Short version of Rasa X workshop

Python

financial-spaces-bot

Python

bart-examples

Repo with example bots on different branches

chatbotsummit-workshop

Python

deployment-workshop-bot-3

Bot for the exam project of the deployment workshop

Python

csm-onboarding

Repo to manage gitpod instances for CSM onboarding

Python

homebrew-rasactl

Homebrew Formula for rasactl

Ruby

webkit-voice-demo

This is a project that shows how to integrate webkit voice with Rasa.

HTML

tourist-agency-calm

Tourist agency example with CALM approach

Python

RasaHQ/multiwoz-paper

RasaHQ

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