Parea AI

Parea AI is a platform for testing, evaluating, and monitoring LLM applications. It provides experiment tracking, observability, human annotation, and prompt management tools to help teams ship LLM apps to production.

Key Features

• Evaluation: Test and track LLM performance over time, debug failures, and compare model upgrades.
• Human Review: Collect human feedback from end users and subject matter experts, with annotation and labeling for Q&A and fine-tuning.
• Prompt Playground & Deployment: Tinker with prompts on samples, test on large datasets, and deploy to production.
• Observability: Log production and staging data, debug issues, run online evals, capture user feedback, and track cost, latency, and quality.
• Datasets: Incorporate logs from staging and production into test datasets and use them for fine-tuning.

SDKs & Integrations

Parea AI offers simple Python and JavaScript/TypeScript SDKs with native integrations to major LLM providers and frameworks including OpenAI, Anthropic, LangChain, Instructor, DSPy, LiteLLM, and others.

Who It’s For

The platform is designed for teams building production-ready LLM applications, from rapid prototyping to deployment and monitoring.

Key Benefits

• Comprehensive platform combining evaluation, observability, and human review
• Simple Python and JavaScript SDKs with auto-tracing
• Native integrations with major LLM providers and frameworks
• Flexible pricing with a free tier and team/enterprise plans