Revolutionary IVA development with generative language models

Intelligent Virtual Assistants (IVAs) have become an integral part of modern customer service, allowing businesses to connect with their customers seamlessly and personally. However, developing IVAs that can engage in human-like conversations requires significant time and effort, often requiring teams of developers and domain experts to work collaboratively to build and maintain an IVA’s conversational capabilities.

Latest release Kore.ai XO Platform v10.1promises to shift this paradigm by harnessing the power of generative language models to enable businesses to create intelligent conversational experiences 5 times faster with 3 times less operational effort. Let’s take a closer look at the new features of the platform and how they can benefit enterprises when creating virtual assistants.

A smart pilot for IVA development

Building a virtual assistant from scratch can be tedious, requiring a deep understanding of the domain, user behavior, and business processes. The XO platform’s Smart Co-pilot feature aims to ease this process by providing insightful use case suggestions that help developers jumpstart the development process. By providing a domain and a brief description of the IVA, developers can discover all the relevant use cases that the IVA should handle, greatly reducing the time and effort required to identify critical features.

Conversation preview and automatic dialogue generation

The conversation designer in the XO platform now features advanced LLM and generative AI capabilities that can automatically create conversation designs based on use case descriptions. Developers can then review, make the necessary changes, or redesign the conversation until they are satisfied. The XO platform then automatically generates executable dialog tasks, including requirements based on user input collection, API call definitions, business logic, and use case descriptions of transition flows, simplifying the entire development process.

Training data suggestions

Generating effective training data is a critical task that requires constant effort to ensure that IVA can accurately handle all possible user input options. The Kore.ai XO platform now integrates with language models to provide training data offerings that cover all possible variations that end users may use, significantly reducing the time and effort required to generate training data. This feature also provides a wide range of training expressions to improve intent detection speed.

NLU test data suggestions

Evaluating IVA’s NLU performance requires a comprehensive test that may include invisible phrases, entity checks, spelling errors, and negative cases. The new generative AI capabilities of the Kore.ai XO platform analyze IVA scopes and generate test data for different scenarios, helping developers achieve higher coverage. The platform also suggests possible user responses for complex scenarios to simulate conversations, constantly updating suggestions as developers continue conversations.

AI-assisted and adaptive dialogue node

Enabling IVAs to perform complex tasks and deliver engaging experiences to users requires adaptive dialog nodes that can orchestrate dynamic conversations. The AI-assisted and adaptive dialogue node feature of the Kore.ai XO platform empowers developers to create conversational agents that use contextual information to provide personalized experiences to users.

LLM based knowledge graph

Creating and maintaining a knowledge base for a virtual assistant can be a complex task that requires significant manual effort to create goals and define entities. The Kore.ai XO platform offers an innovative intent-free model that leverages the power of large linguistic models and generative AI technologies to eliminate manual intent creation and answer user questions contextually.

This feature can take content from a variety of sources, such as web pages, PDF files, and CMS pages, and efficiently generate contextually relevant answers without the need to manually create FAQs. The platform also offers a knowledge graph that uses advanced language built-ins to determine correct answers to questions without the need for complex ontologies and extensive training.

Kore.ai XO Platform v10.1 release includes several improvements support for Azure Open AI integration, Twilio Verify and Nice In Contact integration, and Danish language support.

In short, the latest release Kore.ai XO platform Provides innovative tools that use generative language models to simplify development efforts and dynamically create natural conversations.

See more about upcoming releases here.