PromptLayer

What is PromptLayer

PromptLayer is the first platform built specifically for prompt engineering. It offers various tools and features such as logging, prompt versioning, evaluation, and more, to help teams collaborate and improve their prompt-based AI systems. The platform allows users to visually create, edit, and deploy prompts, compare metrics like latency and cost, test prompts against different models, and track analytics. It aims to facilitate collaboration and tighten feedback loops between product and engineering teams.

Key Features

• Prompt Versioning: Visually create, edit, and deploy prompts, compare usage and latency, and avoid delays in engineering redeployments.
• Evaluation: Test prompts against usage history, compare models, and evaluate prompts efficiently in a collaborative manner.
• Logging: Save all Large Language Model (LLM) requests, search requests using session metadata, and organize usage history with tags.
• Usage Monitoring: Log LLM requests, monitor API usage, cost, and latency, and understand user interactions with your app.
• Advanced Search and Compliance: Facilitate issue triaging in production and satisfy audit log requirements with limited on-prem availability.
• No-Code Iteration: Enable non-engineering teams like product, marketing, and content teams to edit prompts directly.
• Batch Runs and Model Comparison: Run prompts against batches of test inputs and test them against different models and parameters.
• Prompt Grading and Analytics Tracking: Share batch results with human graders, build AI grading systems, and track analytics for LLM application usage.