LlamaIndex vs RAG Failure Diagnostics Clinic
Side-by-side comparison with live GitHub signals. Last updated July 10, 2026.
| Metric | LlamaIndex | RAG Failure Diagnostics Clinic |
|---|---|---|
| GitHub Stars | 50.8K | 117.3K |
| Contributors | 475 | 80 |
| Last Commit | Jul 8, 2026 | Jul 10, 2026 |
| Open Issues | 510 | 5 |
| License | open-source | open-source |
| Pricing | open-source | open-source |
| Free Tier | Yes | Yes |
| Category | dev-tools | dev-tools |
| Trending | No | No |
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.
View full listingAbout 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.
View full listing