Key Concepts at a Glance
Quick overview of important concepts you will encounter.
Understanding the following key concepts will help you navigate and make the most of PropulsionAI from the start. These foundational elements are central to the platform’s functionality and will guide you through your journey of building and deploying custom LLMs.
Overview Video
1. Projects
Projects serve as the central workspace where you organize all related activities, models, datasets, and deployments. They provide a structured environment for managing and tracking the progress of your AI initiatives, ensuring everything is organized and accessible for you and your team.
2. Models & Versions
Models are the AI engines that power your applications. In PropulsionAI, you can create and fine-tune models, with each version representing a specific state of the model as it evolves. This versioning system allows you to iterate safely, compare different approaches, and maintain control over your model development.
3. Datasets
Datasets are the foundation for training and fine-tuning your models. PropulsionAI allows you to record data from external sources, upload complete datasets, or add individual dataset items. The platform’s comprehensive dataset management suite empowers you to improve responses, search and tag items, split and copy datasets, and much more, ensuring that your models are trained on high-quality, well-organized data.
4. Knowledge Base
The knowledge base is a repository of domain-specific information that your models can reference to improve their accuracy and relevance. By continually updating the knowledge base, you ensure that your models stay current and perform better in specialized areas.
5. Deployments
Deployments involve making your model available for use in production environments. PropulsionAI supports flexible deployment options, including on its own cloud, on-premises, or on your private cloud infrastructure, ensuring your models are secure, compliant, and accessible where you need them.
6. API Keys
API keys are unique tokens that allow your applications to securely interact with PropulsionAI’s services. They are essential for accessing your deployments, managing knowledge bases, and integrating with external systems, providing secure and controlled access to your AI capabilities.
7. SDK & Function Calling
The SDK (Software Development Kit) and function-calling capabilities allow you to easily integrate PropulsionAI into your existing systems. These tools extend the functionality of your applications, enabling you to leverage the full power of PropulsionAI’s models with minimal effort.
By familiarizing yourself with these key concepts, you’ll be well-equipped to harness the full potential of PropulsionAI. Whether you’re starting with your first project or refining a complex deployment, understanding these foundational elements will enable you to navigate the platform with confidence and achieve your AI goals more effectively.
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