PromptLayer is a platform designed for prompt engineering, allowing users to visually manage prompts, evaluate models, log LLM requests, search usage history, and collaborate as a team.
Features
- Prompt versioning
- Evaluation
- Logging
- Monitor usage
- Visually explore logs
- Understand customer usage
- Advanced search
- Compliance
- Version prompts
- Clean up your repo
- Deploy new prompts
- No-code iteration
- Compare versions
- Evaluate results
- One-off bulk jobs
- Compare models
- Score prompts
- Regression tests
- Track analytics
- Cost, latency stats
- Latency trends
- Malicious users
- Integrations
Use Cases
- Visually managing and deploying prompts
- Testing prompts against usage history
- Logging LLM requests
- Monitoring API usage, cost, and latency
- Organizing and iterating prompt versions
- Enabling non-technical teams to edit prompts directly
- Comparing prompt versions and metrics
- Evaluating prompts with human and AI graders
- Running prompt pipelines against batches of test inputs
- Analyzing LLM application usage and trends
- Identifying abusive users
Suited For
- Product and engineering teams working on prompt engineering
- Companies utilizing LLMs in their applications