UiPath Unveils New Family of LLMs

Enterprise automation and software company UiPath recently announced a series of Large Language Models (LLMs) to help enterprises realise the full potential of AI with automation by accessing powerful, specialised AI models tailored to their challenges and most valuable use cases.

The new LLMs- DocPATH and CommPATH, give businesses AI models that are extensively trained for their specific tasks, document processing and communications.

According to the UiPath, general-purpose GenAI models like GPT-4 struggle to match the performance and accuracy of models specially trained for a specific task.

Instead of relying on imprecise and time-consuming prompt engineering, DocPATH and CommPATH provide businesses with extensive tools to customize AI models to their exact requirements, allowing them to understand any document and a huge variety of message types.

UiPath showcased its latest capabilities at the virtual AI Summit that took place on March 19^th, 2024.

The UiPath Business Automation Platform offers end-to-end automation for business processes. There are four key factors that business leaders seeking to embed AI in their automation program must keep top of mind: business context, AI model flexibility, actionability, and trust.

The new AI features of the UiPath Platform address these key areas to ensure customers are equipped with the tools necessary to enhance the performance and accuracy of GenAI models and tools and more easily tackle diverse business challenges with AI and automation.

“Businesses need an assortment of AI models, the best in class for every task, to achieve their full potential. Our new family of UiPath LLMs, along with Context Grounding to optimize GenAI models with business specific data, provide accuracy, consistency, predictability, time to value, and empower customers to transform their business environments with the latest GenAI capabilities on the market,” Graham Sheldon, chief product officer at UiPath said in a press release.

To help businesses use their enterprise data in a safe, reliable, low touch way, UiPath is introducing Context Grounding, a new feature within the UiPath AI Trust Layer that will be entering private preview in April.

Context Grounding makes business data LLM-ready by converting it to an optimised format that can easily be indexed, searched, and injected into prompts to improve GenAI predictions. Context Grounding will enhance all UiPath Gen AI experiences in UiPath Autopilots, GenAI Activities, and intelligent document processing (IDP) products like Document Understanding.

Earlier this year, while speaking at the UiPath DevCon 2024, held in Bengaluru, UiPath co-founder Daniel Dines revealed its UiPath is developing its foundational models.