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PromptLayer

prompt-generators

About

Middleware that tracks & manages prompt engineering.

Website Rank
 
1.82M
Category Rank
(Computers_Elect…)
8.5K
Country Rank
(US)
481K
Website Traffic
 
27.2K
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Summary

A platform for prompt engineering that allows users to save, search, and organize LLM requests, version and deploy prompts, evaluate prompt performance, monitor usage and analytics, and facilitate collaboration between product and engineering teams.

Features

  • Save and search LLM requests
  • Prompt versioning
  • Evaluation with test prompts
  • Monitoring of usage, API usage, cost, and latency
  • Visual exploration of logs
  • Understanding customer usage
  • Advanced search for issue triage
  • Versioning, deployment, and repo clean-up of prompts
  • No-code iteration of prompts
  • Comparison of prompt versions
  • Evaluation of prompt performance with human and AI graders
  • Batch runs for multiple prompts
  • Comparison of prompts with different models and parameters
  • Tracking of usage analytics, cost, and latency stats
  • Identification of malicious users
  • Collaboration and tightened feedback loops between product and engineering teams

Use Cases

  • Saving, searching, and organizing LLM requests
  • Creating, editing, and deploying prompts without waiting for engineering help
  • Testing and evaluating prompts against usage history and models
  • Monitoring API usage, cost, and latency
  • Understanding customer usage and perfecting prompts with actual data
  • Triage and issue resolution in production
  • Managing prompt versions, deployment, and repository clean-up
  • Enabling no-code iteration of prompts by non-technical teams
  • Comparing prompt versions and selecting the best version
  • Efficient evaluation of prompt performance with human and AI graders
  • Running batch tests and comparing prompts with different models
  • Tracking usage analytics, cost, latency trends, and identifying abusive users
  • Facilitating collaboration and feedback loops between product and engineering teams
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