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In a world filled with complex products and niche areas, we understand the challenges companies face when introducing new concepts to potential users. Our solution revolutionizes user engagement and adoption by providing a customized and tailored experience through a combination of conversational AI and intelligent user interface customization.

Why?

Many innovative companies with products offering immense potential encounter a significant hurdle: users lack familiarity with the specific topic and are hesitant to invest time and effort into learning about it. Traditional methods of setting user preferences fall short in truly understanding their knowledge, experience, and interest levels. Our Knowledge-Driven AI Dashboard aims to bridge this gap by harnessing the power of artificial intelligence to deliver a unique and personalized user experience.

What?

Our product is a sophisticated AI platform that combines the capabilities of a custom language model (LLM) chat and a dynamically adaptive user interface. Users can enter the platform and ask any questions they have about the unfamiliar topic related to the product. Through natural language processing and machine learning, our custom LLM provides customized answers, ensuring that users receive the most relevant information to address their queries.

The real innovation lies in what happens next. The information entered by the users during their interactions with the custom LLM is not only used to generate tailored responses but is also utilized to customize their platform UI based on their experiences. The AI analyzes their input to gauge their level of knowledge, experience, and interest. It then dynamically adjusts the user interface to present content, resources, and features that align with their individual needs, enabling a seamless learning and onboarding process.

What inspired me?

The inspiration for this project stemmed from my experience building Glotek, a platform that facilitates foreign investments for Americans. As I delved into extensive research, I discovered a world of exciting opportunities that filled me with enthusiasm. I felt compelled to share these possibilities with others. However, I noticed a significant obstacle holding people back: their lack of knowledge about foreign markets coupled with a reluctance to invest the effort required to learn about them.

This realization struck me deeply. Countless remarkable opportunities were being missed, and exceptional companies were struggling to gain traction simply because they operated in unfamiliar niches. It became clear that a unique solution was needed to bridge this gap and empower individuals to comfortably explore these uncharted territories.

Motivated by this vision, I embarked on the journey to create a project that would address these barriers. My aim was to provide users with a way to indirectly familiarize themselves with unfamiliar niches, removing the hesitation and resistance that prevented them from diving in. By unlocking access to tailored information and simplifying the learning process, my goal is to enable individuals to seize the incredible opportunities waiting for them within these niche markets.

What you learned?

I learned how to use the latest LLM tools to build custom AGIs.

How did I build this project?

I built my project using Langchain, GPT-3.5, and Pinecone in Python.

What challenges did I face?

I did not have enough time. By the time I finished conducting enough research to determine a good solution to problem I was facing I only had a couple hours to implement it for the competition.

Built With

• langchain
• openai
• pinecone
• python