OnDemands New AI Changes AI Development Forever! (Ondemand AI Tutorial)

1. OnDemand platform turbocharges AI innovation.

🥇92 00:00

OnDemand accelerates product development by enabling rapid deployment of end-to-end AI products.

• Users can build, deploy, and manage AI agents and plugins for various applications.
• The platform offers plan usage, storage, retrieval, generation calls, tokens, vectors, and transcription hours.
• Allows building, deploying, and managing AI agents and plugins for various applications.

2. Data sets in OnDemand are crucial for training ML models.

🥈89 00:56

Access diverse data sets for training ML models and enhancing plugin functionality within the platform.

• Data sets streamline AI model plugin development and deployment.
• Data sets can be used for model training and building accurate ML models tailored to specific needs.
• Enhance plugin accuracy by leveraging large text data sets for text analysis plugins.

3. Bring Your Own Inference feature allows seamless integration of external language models.

🥈87 01:56

Host language models externally and seamlessly integrate them into the OnDemand environment.

• Leverage existing models within OnDemand without migration.
• Configure endpoint parameters like name, URL, token, model ID, and token length.
• Enables leveraging external language models within the OnDemand platform.

4. Integrating external models from sources like Hugging Face into OnDemand is simplified.

🥈85 02:33

Easily integrate models from sources like Hugging Face directly into the OnDemand platform.

• Create models by searching and configuring parameters within the platform.
• Supports integration of external models for enhanced AI capabilities.
• Configure models by selecting parameters and creating endpoints for deployment.

5. Plugin Marketplace offers a wide range of pre-existing plugins for AI applications.

🥈88 03:23

Access over 100 pre-existing plugins covering various categories and use cases.

• Browse plugins by education, programming, chat, file, and knowledge space categories.
• Create custom plugins by providing details like name, icon, description, and category.
• Manage subscriptions, publish, and update plugins in the Marketplace.

6. Serverless Applications section simplifies application deployment without server maintenance.

🥈86 05:48

Deploy and manage applications in the cloud without the need for server infrastructure maintenance.

• Create serverless repositories and configure applications for scalability and availability.
• Utilize cloud services like text-to-speech and speech-to-text for enhanced application capabilities.
• Serverless applications ensure availability, scalability, and reduced downtime.

7. Agent Builder feature enables customization of AI agents through plugin integration.

🥈89 07:51

Create tailored AI agents by combining plugins and inference models for specific tasks.

• Tailor AI agent behavior and responses to automate complex workflows.
• Continuously evolving feature with new enhancements based on user feedback.
• Deploy powerful AI agents customized to specific needs.

8. Automations feature streamlines tasks by automating actions based on triggers.

🥈87 08:52

Automate tasks based on predefined triggers and actions to improve workflow efficiency.

• Automations reduce manual intervention, automate repetitive tasks, and enhance overall efficiency.
• Create workflows with specific triggers and corresponding actions for seamless task automation.
• Automations help in automating repetitive tasks and improving overall efficiency.

9. Efficiently manage documents, videos, and images with Storage Management.

🥇92 13:42

Organize and access resources effectively, monitor usage, optimize operations, and make informed decisions for resource allocation.

• Comprehensive overview of storage usage and resource organization.
• Monitor and analyze usage across various resources for cost-effective management.
• Detailed insight into consumption patterns and key metrics for optimization.

10. Secure and manage API Keys for efficient platform integration.

🥈89 15:04

Proper management of API Keys ensures secure and efficient access to platform resources and services for application integration.

• Create, manage, and secure API Keys for authenticating and authorizing requests.
• Revoking keys when compromised to maintain platform security.
• Essential for integrating on-demand capabilities into applications.

11. Optimize AI application performance with the OnDemand playground.

🥈88 16:04

Experiment, test, and refine powerful generative AI applications tailored to specific requirements for optimal performance and functionality.

• Experiment with configurations and setups for finding the best solution.
• Gain immediate feedback for quick adjustments and improvements.
• Create, test, and refine AI applications for specific needs.