MiRAGE: A Multiagent Framework for Generating Multimodal Multihop Question-Answer Dataset for RAG Evaluation — HN submission

Tue, 10 Feb 2026 15:24:52 GMT

MiRAGE: Open-source framework for multimodal RAG evaluation

Code: https://github.com/ChandanKSahu/MiRAGE Hi HN, we are the authors of MiRAGE. We built this because standard RAG benchmarks (like Natural Questions) rely on text-only Wikipedia-like data, which doesn't reflect the reality of enterprise RAG. In the real world, "truth" is often locked in a chart, a complex table, or a diagram deep inside a PDF. MiRAGE is an open-source framework that uses a swarm of specialized agents to reverse-engineer evaluation datasets from your own documents. How it works: 1. Ingest: It uses vision models to describe charts/tables and "semantically chunk" the PDF. 2.…

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MiRAGE: A Multiagent Framework for Generating Multimodal Multihop Question-Answer Dataset for RAG Evaluation · HackerPapers discussions

MiRAGE: A Multiagent Framework for Generating Multimodal Multihop Question-Answer Dataset for RAG Evaluation — HN submission