DeepYardDeepYard

Chroma vs RAG Failure Diagnostics Clinic

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

C

Chroma

The open-source AI-native vector database — 27K+ stars

OSSfreemium
28.1Ktoday183
R

RAG Failure Diagnostics Clinic

Diagnose and fix common RAG pipeline failure modes

OSSFree
111.8K3d ago78
MetricChromaRAG Failure Diagnostics Clinic
GitHub Stars28.1K111.8K
Contributors18378
Last CommitMay 26, 2026May 23, 2026
Open Issues63511
Licenseopen-sourceopen-source
Pricingfreemiumopen-source
Free TierYesYes
Categorydev-toolsdev-tools
TrendingNoNo

Shared Tags

ragpython

Only in Chroma

vector-databaseembeddingssimilarity-searchopen-source

Only in RAG Failure Diagnostics Clinic

debuggingdiagnosticsevaluation

About Chroma

Chroma is the open-source vector database built for AI applications. Store embeddings alongside metadata, perform similarity search, and build RAG pipelines with a simple Python/JavaScript API. Runs locally or as a hosted service, with built-in support for automatic embedding generation.

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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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