Build Your AI Startup #2: Edge Runners

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AI chatbot for retail: offers recommendations, sentiment analysis and support on edge devices

Elif

umar12

Pavan_Deepak

Safwan007

Pratyusha Korupolu

The AI-driven chatbot is designed to enhance customer service in retail environments. By integrating a fine-tuned xLAM adapter with the xLAM model using PEFT, the chatbot delivers precise, reliable responses through tool-calling functions. This system leverages predefined SQL functions to query and analyze synthetic retail data, ensuring accuracy and minimizing the risk of AI hallucinations. the chatbot operates through a user-friendly Streamlit interface, which not only facilitates seamless interactions but also maintains a record of previous conversations for improved customer support. This combination of advanced AI and robust tool integration offers an effective solution for managing and responding to retail inquiries.

The chatbot is integrated with tool-calling functions, offering reliable customer conversation and recommendations. It interacts through a Streamlit UI, handling queries on customer orders, profiles, and spending with accuracy.

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