Hi, I am working on a POC to analyze the historical sales data and provide forecast of the sales in the future. I am trying to build an agent for this use case where agent should analyze historical data in a table based on various factors such as holiday season, month,… and it should provide a forecast on the expected sales in the upcoming months so that the client can update their inventory accordingly. I am not able to find any UiPath tool while building the agent which could help me in the analysis. Can someone please help whether there are any existing AI models available in the UiPath ecosystem or do i need to bring in my own model
Welcome to the community
Agent use LLMs and LLMs are widely specialized and you need to concentrate your system prompt properly to make it give the results you need..and you might need to use few tools like web search or some flows to know the holiday calendar or some context on what happended
and there wont be any specialized model ..LLMs are capable , we need to try with right tool and prompt
I would say add the requirements properly in system prompt or your prompt and then give tools to read the historical data and get holiday details,etc via web search or another tool which can help get that data …This is one direction you can work on..
Hope this helps
cheers