GPT Lab

What is GPT Lab?

GPT Lab is an open-source, multi-page Streamlit application that empowers users to interact with or create their own AI assistants powered by OpenAI’s GPT models. Designed with accessibility and user-friendliness in mind, GPT Lab allows individuals to focus on designing their assistants without worrying about the underlying infrastructure.

GPT Lab Features:

• User-Friendly Interface: A multi-page layout including Home, Lounge, Assistant, Lab, FAQ, and Terms pages, facilitating easy navigation and interaction. ​
• OpenAI API Integration: Supports various OpenAI models, including GPT-3.5 and GPT-4, allowing users to choose the model that best fits their needs. ​
• Customizable AI Assistants: Users can define prompts and model parameters to tailor AI assistants for specific tasks such as life coaching, career advice, or writing assistance.
• Privacy and Security: Employs one-way hash values for user identification and encrypts session messages to protect user data.
• Prompt Injection Protection: Implements safeguards against prompt injection attacks by analyzing AI responses for similarity to initial prompts.

GPT Lab Benefits:

• Accessibility: No signup required; users can start interacting with AI assistants by simply entering their OpenAI API key. ​
• Flexibility: Supports both pre-built and custom AI assistants, catering to a wide range of user needs. ​
• Cost-Effective: Free to use, with costs incurred only through OpenAI’s pay-as-you-go API model. ​
• Educational Value: Serves as a practical tool for learning about AI assistant development and prompt engineering.

Use Cases:

• Personal Assistant: Manage daily tasks, schedule appointments, and set reminders. ​
• Writing Partner: Generate ideas, draft content, and improve writing skills. ​
• Career Coach: Provide guidance on job searches, resume writing, and interview preparation. ​
• Life Coach: Assist in setting and achieving personal goals, managing stress, and enhancing well-being. ​
• Educational Tool: Help students learn new concepts, prepare for exams, and understand complex topics.