Confident AI: Open-source LLM Evaluation Framework
Published:Feb 20, 2025 16:23
•1 min read
•Hacker News
Analysis
Confident AI offers a cloud platform built around the open-source DeepEval package, aiming to improve the evaluation and unit-testing of LLM applications. It addresses the limitations of DeepEval by providing features for inspecting test failures, identifying regressions, and comparing model/prompt performance. The platform targets RAG pipelines, agents, and chatbots, enabling users to switch LLMs, optimize prompts, and manage test sets. The article highlights the platform's dataset editor and its use by enterprises.
Key Takeaways
- •Provides a cloud platform for evaluating and unit-testing LLM applications.
- •Built around the open-source DeepEval package.
- •Offers features for inspecting test failures, identifying regressions, and comparing model/prompt performance.
- •Targets RAG pipelines, agents, and chatbots.
- •Enables switching LLMs, optimizing prompts, and managing test sets.
- •Used by enterprises like BCG, AstraZeneca, AXA, and Capgemini.
Reference
“Think Pytest for LLMs.”