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123 tools · 10 stacks
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AI tools are all over the place. This is the full landscape — 123 tools across 12 categories, mapped and connected. Ready to narrow it down? Build your stack →

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What are you building and how is it defined?
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How does your AI think and act?
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These tools integrates with
LlamaIndex
vs
RAGAS

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

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
Field
LlamaIndex
RAGAS
Category
Pipelines & RAG
Prompt & Eval
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
—
—
Stars
⭐ 37,000
⭐ 7,000

LlamaIndex

Framework specialized in data ingestion, indexing, and retrieval for LLM applications. The go-to for complex RAG pipelines.

RAGAS

Evaluates retrieval-augmented generation pipelines on faithfulness, answer relevancy, context precision, and recall.

LlamaIndex Website ↗GitHub ↗
RAGAS Website ↗GitHub ↗

Shared Connections (2)

LangChainLangfuse

Only LlamaIndex (14)

CursorLangGraphQdrantChromapgvectorWeaviateLiteLLMOllama

Only RAGAS (2)

LlamaIndexDeepEval
See full comparison in Explore →