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LlamaIndex vs RAG Failure Diagnostics Clinic

Side-by-side comparison with live GitHub signals. Last updated May 26, 2026.

L

LlamaIndex

Data framework for LLM applications — RAG, agents, and workflows — 47K+ stars

OSSFree
49.7K6d ago473
Visit GitHub
R

RAG Failure Diagnostics Clinic

Diagnose and fix common RAG pipeline failure modes

OSSFree
111.8K3d ago78
Visit GitHub
MetricLlamaIndexRAG Failure Diagnostics Clinic
GitHub Stars49.7K111.8K
Contributors47378
Last CommitMay 20, 2026May 23, 2026
Open Issues39611
Licenseopen-sourceopen-source
Pricingopen-sourceopen-source
Free TierYesYes
Categorydev-toolsdev-tools
TrendingNoNo

Shared Tags

ragpython

Only in LlamaIndex

data-frameworkagentsworkflowsopen-source

Only in RAG Failure Diagnostics Clinic

debuggingdiagnosticsevaluation

About LlamaIndex

LlamaIndex is the leading data framework for building LLM-powered applications. Provides data connectors for 160+ sources, advanced RAG pipelines, document agents, and a workflow engine for complex agentic applications. The standard for connecting LLMs to your data.

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About RAG Failure Diagnostics Clinic

A diagnostic tool that identifies why RAG pipelines produce poor results. It tests for common failure modes: irrelevant retrieval, missing context, hallucination over context, chunking issues, and embedding quality problems. Provides a structured report with specific fix recommendations for each detected issue. Essential for debugging production RAG systems. Part of the awesome-llm-apps collection.

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