The testing scenarios should include:

1. Lightspeed Core integration with Gemini API:
   • Evaluation against Lightspeed core configured to integrate with the Gemini API. While Gemini's use in products requires testing/validation, the evaluation tool supports configurable API Integration.
2. Lightspeed Core integration with Open Weight Models:
   • Evaluation against Lightspeed core configured with at least two popular open-weight LLMs, such as Llama, Mistral, or Gemma. The evaluation framework supports assessing compatibility with other small language models. Open-weight models like Llama and Mistral are currently being investigated and considered for Lightspeed integration.