Systems and methods for generating user interface-based service workflows utilizing voice data
Aspects of the present disclosure provide a mechanism to directly interact and access with micro-services and/or services using natural-language and machine intelligence and algorithmic learning so that users may access desired micro-services and/or services with minimal interaction.
1. A method for generating workflows comprising:
receiving, at a computing device, voice data defining a request to perform a task corresponding to operations of an enterprise;
converting, using the computing device, the voice data to text data;
based on the text data, identifying, using the computing device, an application programming interface (API) associated with a first service defining an executable business function, wherein identifying the API comprises mapping the text data to a symbol graph stored in a memory accessible by the computing device, the symbol graph including a plurality of nodes, each node including textual elements associated with respective APIs;
based on the API, identifying, using the computing device, a user-interface (UI) component from a library including a plurality of user-interface components, wherein the UI component corresponds to a second service defining an executable business function capable of performing a portion of the task; and
generating, at the computing device, a workflow including the UI component, wherein the workflow may be utilized by a user to complete the task.
2. The method of claim 1 , identifying the API further comprises mapping a portion of the text data to a parameter of the API.
3. The method of claim 1 , wherein each of the plurality of UI components is a web component, the method further comprising mapping the first service associated with the API to a particular UI component of the library of UI components.
4. The method of claim 3 , further comprising storing metadata with the first service during the mapping.
5. The method of claim 1 , further comprising:
monitoring responses to the workflow to identify a pattern across multiple users; and
modifying the workflow based on the pattern.
6. The method of claim 1 , wherein the workflow is a visual workflow visualizing the UI component, the method further comprising presenting the workflow to the user at a client device.
7. The method of claim 1 , wherein the converting the voice data to text data comprises processing the voice data using natural language processing algorithms.
8. A non-transitory computer-readable medium encoded with instructions for generating workflows, the instructions being executable by a processor such that, when executed by the processor, the instructions cause the processor to comprising:
receive voice data defining a request to perform a task corresponding to operations of an enterprise;
convert the voice data to text data;
based on the text data, identify an application programming interface (API) associated with a first service defining an executable business function, wherein identifying the API comprises mapping the text data to a symbol graph stored in a memory accessible by the processor, the symbol graph including a plurality of nodes, each node including textual elements associated with respective APIs;
based on the API, identify a user-interface (UI) component from a library including a plurality of UI components, wherein the UI component corresponds to a second service defining an executable business function capable of performing a portion of the task; and
generate a workflow including the UI component, wherein the workflow may be utilized by a user to complete the task.
9. The non-transitory computer-readable medium of claim 8 , wherein the instructions further cause the processor to identify the API by mapping a portion of the text data to a parameter of the API.
10. The non-transitory computer-readable medium of claim 8 , wherein each of the plurality of UI components is a web component, and the instructions further cause the processor to map the first service associated with the API to a particular UI component of the library of UI components.
11. The non-transitory computer-readable medium of claim 10 , wherein the instructions further cause the processor to store metadata with the first service during the mapping.
12. The non-transitory computer-readable medium of claim 8 , wherein the instructions further cause the processor to:
monitor responses to the workflow to identify a pattern across multiple users; and
modify the workflow based on the pattern.
13. The non-transitory computer-readable medium of claim 8 , wherein the workflow is a visual workflow visualizing the UI component, and the instructions further cause the processor to present the workflow to the user at a client device.
14. The non-transitory computer-readable medium of claim 8 , wherein the the voice data to text data includes processing the voice data using natural language processing algorithms.
15. A system for generating workflows comprising:
a computing device to:
receive voice data defining a request to perform a task corresponding to operations of an enterprise;
convert the voice data to text data;
based on the text data, identify an application programming interface (API) associated with a first service defining an executable business function, wherein identifying the API comprises mapping the text data to a symbol graph stored in a memory accessible by the processor, the symbol graph including a plurality of nodes, each node including textual elements associated with respective APIs;
based on the API, identify a user-interface (UI) component from a library including a plurality of UI components, wherein the UI component corresponds to a second service defining an executable business function capable of performing a portion of the task; and
generate a workflow including the UI component, wherein the workflow may be utilized by a user to complete the task.
16. The system of claim 15 , wherein the computing device is further to map a portion of the text data to a parameter of the application programming interface.
17. The system of claim 15 , wherein each of the plurality of UI components is a web component, the computing device further to map the first service associated with the API to a particular UI component of the library of UI components.
18. The system of claim 17 , wherein the computing device is further to store metadata with the first service during the mapping.
19. The system of claim 17 , wherein the computing device is further to:
monitor responses to the workflow to identify a pattern across multiple users; and
modify the workflow based on the pattern.
20. The system of claim 17 , wherein the workflow is a visual workflow visualizing the UI component, and the computing device is further to present the workflow to the user at a client device.