Humanloop
A developer SDK that makes it easy to customize GPT-3 language models by collecting and incorporating user feedback to improve AI performance over time.
GPT-3 CustomizationSDKUser FeedbackLLM OptimizationAI DevelopmentModel Fine-Tuning
Humanloop Introduction
Humanloop provides the infrastructure for building AI applications that get better with use. Its SDK allows developers to collect feedback from end-users and systematically use that data to refine their language model prompts and configurations. This creates a virtuous cycle where the AI becomes more accurate and helpful over time, tailored to the specific needs of its users. It’s a crucial tool for startups and enterprises that want to ship high-quality, adaptive LLM-powered features.
Key Features
- Collect explicit and implicit user feedback on AI outputs
- Use feedback data to fine-tune and improve your prompts and models
- A/B test different prompt configurations in production
- Monitor model performance and drift over time
- Integrate via a simple SDK into existing Python or JavaScript apps
