These tools integrates with
RAGASvsLlamaIndex
RAG pipeline evaluation framework versus Data framework for RAG and LLM pipelines
Compare interactively in Explore →Choose RAGAS when…
- •You're evaluating a RAG pipeline specifically
- •Context relevance and answer faithfulness are your key metrics
- •You want an OSS eval framework focused on retrieval quality
Choose LlamaIndex when…
- •You're building RAG or knowledge base apps
- •Structured data querying over documents is your focus
- •You need powerful index and retrieval primitives
Side-by-side comparison
Field
RAGAS
LlamaIndex
Category
Prompt & Eval
Pipelines & RAG
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
—
—
GitHub Stars
⭐ 7,000
⭐ 37,000
Health
●55 — Slowing
●85 — Active
RAGAS
Evaluates retrieval-augmented generation pipelines on faithfulness, answer relevancy, context precision, and recall.
Shared Connections2 tools both integrate with
Only RAGAS (3)
LlamaIndexDeepEvalTruLens
Only LlamaIndex (15)
LangGraphQdrantCursorWeaviateChromaLiteLLMpgvectorOllamaRAGASAnthropic API
Explore the full AI landscape
See how RAGAS and LlamaIndex fit into the bigger picture — 207 tools, 452 relationships, all mapped.