These tools often paired with

LangChainvsLlamaIndex

The leading LLM app framework versus Data framework for RAG and LLM pipelines

Compare interactively in Explore →

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 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
LangChain
LlamaIndex
Category
Pipelines & RAG
Pipelines & RAG
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
GitHub Stars
93,000
37,000
Health
100 Active
100 Active

LangChain

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

LlamaIndex

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

Shared Connections14 tools both integrate with

Only LangChain (19)

OpenHandsCrewAIAutoGenSemantic KernelLangSmithLlamaIndexDSPyFlowiseLangflown8n

Only LlamaIndex (5)

CursorLangChainOllamavLLMLightRAG

Explore the full AI landscape

See how LangChain and LlamaIndex fit into the bigger picture — 235 tools, 543 relationships, all mapped.

Open in Explore →