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iris-vector-rag

Enterprise RAG pipelines with native IRIS vector search. 6 production implementations with RAGAS evaluation, LangChain, AWS/Azure configs. No external VectorDB required.

rag-forge-observability

Production-grade RAG pipelines with evaluation baked in

rag-forge-core

Production-grade RAG pipelines with evaluation baked in

rag-forge-evaluator

Production-grade RAG pipelines with evaluation baked in

faultmap

Automatically discover where and why your LLM is failing — embedding-space clustering + statistical hypothesis testing to surface input slices with elevated failure rates and audit test suite coverage gaps.

rag-harness

⚡ CLI to Evaluate and Compare RAG systems with RAGAS-style scoring