These tools integrates with

LangChainvsQdrant

The leading LLM app framework versus High-performance vector DB with filtering

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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 Qdrant when…

  • You need high-performance vector search in production
  • You want OSS with Rust-level performance
  • Filtering alongside vector search is important

Side-by-side comparison

Field
LangChain
Qdrant
Category
Pipelines & RAG
LLM Infrastructure
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
Cloud: Usage-based
GitHub Stars
93,000
20,000

LangChain

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

Qdrant

Rust-based vector database optimized for filtering. Supports named vectors, payloads, and hybrid search. Self-hostable or cloud.

Shared Connections8 tools both integrate with

Only LangChain (16)

OpenHandsCrewAIAutoGenSemantic KernelLangSmithQdrantLiteLLMLangfuseRAGASOpenAI API

Only Qdrant (3)

LangChainDifyMilvus

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