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Kiln

Observability · Open source

Open-source AI engineering workbench for model evaluation, dataset curation, fine-tuning, and app reliability workflows.

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MLflow

Observability· mlflow.org

Open source

MLflow is an open-source AI engineering platform with GenAI evaluation, tracing, monitoring, and optimization workflows for agents, LLM apps, and models.

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Review Kiln for your team’s requirements before a technical pilot.

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DeepEval

Observability· deepeval.com

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Open-source evaluation framework for testing LLM apps, agents, RAG systems, and prompts with repeatable metrics, regression checks, and CI-friendly workflows.

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OpenPipe ART

Observability· art.openpipe.ai

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Agent Reinforcement Trainer for improving LLM agent reliability with GRPO-based reinforcement learning workflows.

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Python

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pip
pip install kiln-ai
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