What Can We Do With Self-Hosted ChatGPT

A few weeks ago, I first managed to install a self-hosted version of the ChatGPT (the LLaMA model, open-sourced by Meta/Facebook) using the Alpaca-6B. While the speed is acceptable, the quality of the response is not really impressive.

However, recently I’ve updated to the Vicuna-13B which is claimed as 92% quality of the ChatGPT:

This model has been also mentioned in the recently leaked memo from Google:

And this trend, which put Google & OpenAI in no moat, doesn’t seem to slow down anytime soon. It becomes a great opportunity for business to up-lift their products, services, or efficiency to stay ahead of the trend.

Why self-hosted ChatGPT is so important?

Self-hosted ChatGPT is a powerful tool for organizations that want to take control of their chatbot and customize it to meet their specific needs. Here are some reasons for adopting self-hosted ChatGPT that cloud-based ChatGPT is not capable of:

1. Increased Data Security

One of the biggest benefits of self-hosted ChatGPT is increased data security. With cloud-based ChatGPT, your data is stored on a third-party server, leaving you vulnerable to potential data breaches and security concerns. With self-hosted ChatGPT, you have full control over your data and can ensure that it is stored securely within your organization’s infrastructure.

2. Customization and Integration

Another benefit of self-hosted ChatGPT is customization and integration. With cloud-based ChatGPT, you are limited to the features and functionalities offered by the provider. With self-hosted ChatGPT, you have complete control over the code, allowing you to customize it to meet your specific needs and integrate it with other systems within your organization.

3. Scalability

Self-hosted ChatGPT can also be more scalable than its cloud counterpart. With cloud-based ChatGPT, your scalability is determined by the provider. With self-hosted ChatGPT, you simply need to scale it up or down based on your needs, giving you more flexibility and control over your operations.

4. Cost-Effectiveness

In the long run, self-hosted ChatGPT can be more cost-effective. With cloud-based ChatGPT, you pay a monthly fee for the service. With self-hosted ChatGPT, you pay for the infrastructure once and then maintain it yourself. This can be particularly useful for larger organizations that would require a high monthly cost to use cloud-based ChatGPT.

5. Controlled Availability

Finally, self-hosted ChatGPT can help you reduce downtime. With cloud-based ChatGPT, you are reliant on the provider’s uptime. With self-hosted ChatGPT, you have greater control over your infrastructure, allowing you to maintain uptime even during outages or maintenance periods.

What can we do with a self-hosted ChatGPT?

Overall, self-hosted ChatGPT is a powerful tool that allows organizations to take control of their chatbots, customize them to meet their specific needs, and ensure data security. While there are advantages to using cloud-based ChatGPT, self-hosted ChatGPT offers increased customization, scalability, cost-effectiveness, and reduced downtime that can be particularly useful for larger organizations. In this part, we will take a look at some ideas on how a business can leverage a self-hosted ChatGPT:

1. Interactive Health Coach

A self-hosted ChatGPT can be integrated with an organization’s wellness program to provide an interactive health coach to employees. Employees can ask questions, receive advice, and get guidance on health topics such as nutrition, exercise, and stress management. The system can be customized to provide feedback to employees’ doctors and wellness coaches while ensuring data privacy.

2. Technical Support Assistant

A self-hosted ChatGPT can be used to create a 24x7 technical support assistant that can handle IT-related queries from employees. It can provide instant answers to common technical problems and direct employees to the appropriate IT personnel when needed. As it is self-hosted, it helps keep the company’s IT infrastructure secure by not having to rely on third-party service providers.

3. Knowledge Management System

A self-hosted ChatGPT can be used to create a centralized knowledge management system that can provide answers to frequently asked questions related to any aspect of the organization’s operation. Its knowledge can be drawn from any internal sources and be made readily available to employees and users of the system.

4. Product Design Assistant

A self-hosted ChatGPT can be used to create a product design assistant that can help designers plan their designs, answer queries related to design, and provide feedback on design concepts.

5. Sales Bot

A self-hosted ChatGPT can be used as a sales bot that can help boost sales by handling customer queries and providing answers in real-time, reducing response time while increasing customer satisfaction.

6. Personalized Shopping Assistant

A self-hosted ChatGPT integrated with an organization’s e-commerce platform can be used to create a personalized shopping assistant that can help customers find the products they need, provide recommendations, and guide them through the checkout process.

7. Learning and Development Assistant

A self-hosted ChatGPT can be used to create a learning and development assistant that can provide feedback, answer queries related to training and development activities, and track an employee’s progress through their personal learning journey right from onboarding to offboarding.

8. Employee Well-being Assistant

A self-hosted ChatGPT can be used to create an employee well-being assistant that can provide feedback on the mood of employees, recommend wellness activities, and connect employees with mental health resources.

9. Business Intelligence Assistant

A self-hosted ChatGPT can be used as a business intelligence assistant that can provide real-time insights, analytics, and trends based on the company’s data sources, providing leaders with accurate and actionable insights regarding their business.

What’s next?

This list will never end & the trend will continue for a very long time! A self-hosted ChatGPT is a valuable tool that can enable organizations to automate various business processes, improve employee productivity, and engage customers more meaningfully. The implementation of a self-hosted ChatGPT would require a detailed plan for deployment, integration with the organization’s systems, and quality assurance to ensure optimal performance. However, the benefits of a self-hosted ChatGPT are vast, including cost reduction, improved personalization of services, and the timely delivery of information and other services to the customers’ fingertips.

Therefore, for any business that wants to remain competitive in the industry, adopting self-hosted ChatGPT technology could be highly beneficial. As such, businesses should explore these new technologies and integrate the most applicable ChatGPT use cases in their workflows, as the potential benefits are exceptional, and the future opportunities uncovered.