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PromptLayer

Freemium
llmprompt engineeringobservabilitydeveloper toolsaigptopenaiversion controlloggingllmops

PromptLayer is an indispensable tool for teams building applications with LLMs, providing crucial logging, version control, and cost-tracking capabilities. It's a must-have for any serious production-level AI development.


PromptLayer is the first platform built for prompt engineers, helping teams track, manage, and share their LLM requests.

PromptLayer serves as an observability and management platform for developers building applications using Large Language Models (LLMs). It acts as a middleware between an application and LLM providers like OpenAI, Anthropic, and Google, capturing and logging every API request. This allows teams to maintain a complete history of their model interactions, which can be searched, filtered, and analyzed to debug issues, track costs, and monitor performance. Designed for prompt engineers and AI developers, PromptLayer provides a central registry for managing and version-controlling prompts. Users can iterate on prompt templates, compare different versions, and evaluate their effectiveness using custom datasets. By grouping requests into sessions, it offers a clear view of conversational context, simplifying the process of refining user experiences powered by AI. It is an essential tool for moving from development to production with LLM-based features.

Pros

  • Centralizes LLM requests for easy observability and debugging
  • Powerful prompt versioning and management system (Prompt Registry)
  • Detailed cost and latency tracking for optimization
  • Seamless integration with popular LLM libraries like LangChain and LlamaIndex
  • Supports a wide range of LLM providers
  • Offers a generous free tier for individuals and small projects

Cons

  • Introduces another network request, potentially adding minor latency
  • The UI can feel dense when managing a very high volume of requests
  • Per-user pricing can become costly for larger teams on the Pro plan

Key features

  • Log all LLM requests from providers like OpenAI, Anthropic, and Google
  • Track and analyze usage, cost, and latency
  • A central prompt registry for versioning and managing prompts
  • Visually compare different versions of prompt templates
  • Search and filter through your entire request history
  • Group requests into user sessions for contextual debugging
  • Create evaluation datasets to score and test prompts
  • Collaborate with team members on prompt engineering workflows

Integrations

OpenAIAnthropicGoogle Vertex AIMistral AIAnyscaleHugging FaceLangChainLlamaIndexPythonJavascript

Target audience

Prompt engineers, AI/ML developers, and teams building applications on top of Large Language Models (LLMs).


Ratings & Reviews

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Key Metrics

Founded

2022

Headquarters

San Francisco, USA

Pricing Tiers

Hobby

Free

Pro

$20/mo

Enterprise

Custom


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