Multiple AI systems

One of the most powerful capabilities of working with Hyperleap AI is the ability to seamlessly switch between different AI systems like OpenAI, Anthropic, Google Gemini, and others. Besides, Hyperleap AI has one unified API for interacting with any underlying LLMs, making it easy to switch the underlying LLM without any code changes, making simple changes to the underlying prompts using a comprehensive administrative portal.

Although most businesses got on to the Generative AI wave with OpenAI, there are several emerging models that could be better suited for your business use case.

For example, you could

  • Use Claude for long form generation and OpenAI for short conversations with a Persona.

  • Build a coding assistant with GPT-4 for a specific programming language.

  • Build a FAQ bot that responds to user queries based on your product's knowledge base using Google Gemini.

  • ...and many more

Configuring AI Providers

To get started, you first need to configure the AI providers you are using in your organization, on the Manage Providers page.

The following AI Providers are currently supported, and we're adding more.

  • OpenAI (for GPT-3.5, GPT 4)
  • Azure OpenAI
  • Anthropic (for Claude)
  • Google Cloud (for AI models like Gemini)
  • Custom AI models (Cohere)*

Prompt and Persona Playground instantly activates any AI system that you setup. If you have more queries about setting up AI Providers, checkout Setting up AI Providers

Selecting an AI Provider (LLM)

When experimenting with a new prompt or persona, you will see a dropdown at the top to pick your desired AI system. The default may be set to OpenAI. But you can easily switch this to any other configured AI.

The prompt and configurations will dynamically adjust based on the capabilities of the selected AI system.

Benefits

  • Best of both worlds - Access strengths of different models.

  • Optimization - Evaluate and pick the best model for different tasks.

  • Future-proofing - Easily swap in new AI systems as they emerge.

  • Hybrid bots - Combine personas from multiple AI systems into user flows for maximum flexibility.

With Hyperleap AI support for multiple AI systems, you can pick and choose the right model or combination of models to create advanced conversational solutions tailored to your business needs.