In the last years we have seen a tremendous growth of innovation in technology and one of these innovation elements are Bots. These smart assistants are being adopted in companies as a way to provide or get information, start processes or do much more intelligent things 😊.
Another thing that has been growing, are the numbers of bot solutions that Microsoft has been releasing.
I can imagine that this could lead to questions, such as, which bot solution is fitted for me or my company?
With this post, I want to provide an overview of the current different bot projects that I am currently aware of, together with their high-level characteristics.
Please look at the date of the post when you are reading this, as some these features or projects could already been changed.
In this post I am going to cover following Bot Solutions/Tools.
- Microsoft Bot Framework
- Bot Framework Composer
- Microsoft Healthcare Bot
- QnA Maker.
- Dynamics 365 Virtual Agent
Microsoft Bot Framework
When you choose this framework, you start with a blank sheet, where you will need a development team to create all the functionality and features for your scenarios.
The Bot Framework can easily integrate with our language understanding service LUIS, to support conversational A.I. You can also easily hook into other A.I. solutions from the Cognitive Services, or anything that is accessible via code.
Because this is built on top of the Bot Connector Service, you can easily make use of different channels such as Web, Teams, SMS, …
The cost for this service is based on your Azure services, such as the Web App and Bot connector Service, to host your bot.
Bot Framework Composer
The Bot Framework Composer is an open source development tool, that is currently in preview. It is based on the Bot Framework and created for developers to build bots and conversational experiences with the Microsoft Bot Framework.
The Most relevant features for these tools are:
- A visual editing canvas for conversation flows
- In context editing for language understanding (NLU)
- Tools to train, test and manage language understanding (NLU) and QnA components
- Language generation and templating system
- A ready-to-use bot runtime executable
The cost of this service, if you publish this online, will be the hosting costs.
Microsoft Healthcare Bot
The Microsoft Healthcare Bot is a cloud-based SaaS (Software As A Service), that combines built-in medical intelligence with natural language capabilities, extensibility tools and compliance constructs. It allows healthcare organizations to quickly and effectively start with their bot journey.
The Healthcare Bot service is SOC, ISO certified and contains a management portal where you can create healthcare use cases and scenarios. The service can connect to your (FHIR) back-ends and is highly configurable, with features such as handoff scenarios, compliance constructs for managing data subject rights, support for localization, orchestration, reporting, and many more. The service requires low code to no code to create your scenarios.
Currently it has built in support for Natural Language Understanding with LUIS, and can link to existing Azure QnA knowledgebases, it can also be easily extended with other NLP or Language models of your choosing
The Microsoft Healthcare Bot is built on top of the Microsoft Bot Connector and can use all the same connectors, channels and integrations as other services.
The cost for this solution is calculated via different plans starting from free (Maximum 3,000 message/month – Up to 10 messages per second), to S5 (Maximum 500,000 messages/month – Up to 25 messages per second)
More Info: https://docs.microsoft.com/en-us/healthbot/
QnA Maker is a cloud-based Natural Language Processing (NLP) service that easily creates a natural conversational layer over your data. It can be used to find the most appropriate answer for any given natural language input, from your custom knowledge base (KB) of information.
The base for every QnA bot consists out of a knowledge base, this is a set of question and answers, that can be manually entered or automatically extracted from websites, documents, Excels, Pdfs, …
This service is a perfect starting point if you want to start with a FAQ bot, it requires no coding knowledge and has useful features such as follow-up questions, multiple questions for a certain answer and auto learning capabilities.
The QnA maker is built on top of the Microsoft Bot Connector and can use all the same connectors and channels.
The services consist out of different Azure Services, such as Azure Search, Cognitive Services and Web Apps, the cost of this service is based on the SKU of these services.
Dynamics 365 Virtual Agent for Customer Service
This cloud service has recently been added to the Power Platform family. It plays well with other Power tools such as Power Automate and can be integrated into your PowerApps or Dynamics workloads. There are no coding skills required and can be easily maintained in a visual way.
The service has it own NLU like engine, where you need to provide several questions, that leads to a particular answer, this way or working is similar as with the QnA maker. The bot can also be populated with data from a Website, just as with the QnA Maker.
The cost for this service will be per session, at the time of writing this post, I have no precise information regarding this.
So that’s it, hopefully you found this post useful and you have a better view on what bot frameworks are available and suited for your needs.