Essential for RAG: Ragas Evaluation Framework and Qdrant Vector DB
mdancho84 · x · 2026-08-08
For RAG system development, two core open-source tools are recommended:
- Ragas: The standard framework for evaluating RAG pipelines. It provides objective metrics to quantify hallucination, faithfulness, and relevancy, replacing subjective assessments with data-driven insights.
- Qdrant: A high-performance, production-ready vector database written in Rust. It offers a convenient API and robust filtering capabilities, serving as a strong alternative to Pinecone and Chroma.
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