Ragas on a Mac
Evaluation framework for RAG pipelines (Python) · AI Governance & Safety
Ragas is an open-source evaluation framework for Retrieval-Augmented Generation; reference-free metrics (faithfulness, answer/context relevancy, context recall) plus test-set generation to measure and regression-test RAG quality. pip install ragas; integrates with LangChain/LlamaIndex and observability tools. Run it in CI to keep RAG honest.
Run Ragas with FrontierStack
Install or connect Ragas; then check its status, ports and certificate from FrontierStack. The same screen links to firewall checks and backups where they apply.
Run it from your Mac.
FrontierStack installs, monitors and secures services on this Mac and on linked servers; and keeps your passwords and keys out of any AI's sight.
Download FrontierStackApple notarized · Safe & secure · macOS 13 Ventura+