A leading no code work management platform.
Low- and no-code platforms allow non-technical users to build powerful projects quickly and efficiently. However, the traditional process of building a project within these platforms often involves manually adding data to tables and their associated rows.
This manual approach not only consumes significant time and effort and for more complex projects requires some knowledge of data modelling. To simplify the process of building projects, our client wanted to create a virtual assistant that could generate custom software platforms based on natural language prompts.
This required leveraging robust natural language processing capabilities to interpret text descriptions and automatically produce relevant data schemas.
The solution streamlines the onboarding process for the client by giving users a way to quickly generate projects based on text inputs. This eliminates the need for manual data entry and reduces the time and effort required to get started with a new project.
Microsoft’s Azure OpenAI Service was chosen for this project because it provides access to OpenAI’s pre-trained large language models, including GPT-3 and Codex, via its REST API. This API can then be leveraged to create generative language processing tools. Azure OpenAI Service is also compatible with open-source framework LangChain to allow users more granular control over the training of these large language models.
Key steps included:
The virtual assistant interprets text prompts and automatically generates tailored data models required for custom platforms. This streamlines the manual process of building new projects.
Azure OpenAI service gives users the ability to build custom software solutions by interpreting and processing natural language text inputs. For example, by interreacting with the AI and providing a request like “I want a CRM platform” users will receive a custom CRM platform to fit their needs. This approach revolutionises the traditional process of building these platforms, as it eliminates the need for extensive business and process analysis.
Providing benefits in:
Key results included: