LLM-Based Customer Support Chatbot Development
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Project scope
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Product management Product or service launch Software development Machine learning Artificial intelligenceSkills
customer service customer support large language modeling machine learning chatbot natural language processing (nlp) scalability software development troubleshooting (problem solving)medX Smart Solutions aims to enhance its customer support by developing a chatbot powered by Large Language Models (LLMs). The project involves setting up a chatbot that can efficiently handle customer queries using the company's existing knowledge base and troubleshooting steps. The team will explore various platforms such as Intercom and Voiceflow, as well as consider developing an in-house proof of concept. The goal is to create a solution that improves response times and customer satisfaction while reducing the workload on human support agents. This project provides an opportunity for learners to apply their knowledge in natural language processing, machine learning, and software development.
Key tasks include:
- Researching and evaluating different chatbot platforms.
- Integrating the chosen platform with the company's knowledge base.
- Developing a prototype chatbot that can handle common customer queries.
- Testing and refining the chatbot for accuracy and efficiency.
The project deliverables will include a comprehensive report on the evaluation of different chatbot platforms and a functional prototype of the chatbot. The prototype should be able to interact with customers, provide accurate responses based on the knowledge base, and demonstrate the potential for scalability. Additionally, a presentation summarizing the project findings and recommendations for future development will be required.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
About the company
medX has a suite of products to help improve healthcare efficiency. Our flagship platform helps countless doctors across Canada and the US automate administrative workflows.
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