วิธีทดสอบแอปพลิเคชัน LLM: คู่มือ Promptfoo ฉบับสมบูรณ์ (2026)

1. 1Install Promptfoo using pip to get started with LLM testing
2. 2Configure Promptfoo to integrate with your existing LLM model
3. 3Run Promptfoo's evaluation toolkit to identify potential biases and flaws
4. 4Apply Promptfoo's red-teaming capabilities to simulate adversarial attacks
5. 5Test and refine your LLM model using Promptfoo's feedback and analytics

AI engineers and researchers can benefit from using Promptfoo to evaluate and improve their LLM models, while data scientists and software engineers can utilize it to develop more robust AI applications

💡 Promptfoo provides a comprehensive framework for evaluating and improving LLM models, enabling developers to build more robust and reliable AI applications

Test your LLM apps with Promptfoo! #LLM #AI #Testing