These tools integrates with

LangChainvsRAGAS

The leading LLM app framework versus RAG pipeline evaluation framework

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Choose LangChain when…

  • You want a broad, flexible LLM orchestration toolkit
  • You need integrations with many tools and data sources
  • You're prototyping or exploring LLM app patterns

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

Side-by-side comparison

Field
LangChain
RAGAS
Category
Pipelines & RAG
Prompt & Eval
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
GitHub Stars
93,000
7,000
Health
85 Active
55 Slowing

LangChain

Most widely used framework for building LLM applications. Chains, agents, RAG pipelines, and deep integrations with 300+ tools.

RAGAS

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

Shared Connections2 tools both integrate with

Only LangChain (27)

OpenHandsCrewAIAutoGenSemantic KernelLangSmithQdrantChromaPineconeWeaviatepgvector

Only RAGAS (3)

LangChainDeepEvalTruLens

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