These tools integrates with
QdrantvsLangChain
High-performance vector DB with filtering versus The leading LLM app framework
Compare interactively in Explore →Choose Qdrant when…
- •You need high-performance vector search in production
- •You want OSS with Rust-level performance
- •Filtering alongside vector search is important
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
Side-by-side comparison
Field
Qdrant
LangChain
Category
LLM Infrastructure
Pipelines & RAG
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
Cloud: Usage-based
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GitHub Stars
⭐ 20,000
⭐ 93,000
Health
●80 — Active
●85 — Active
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 Qdrant (4)
LangChainDifyMilvusRedis Vector
Only LangChain (21)
OpenHandsCrewAIAutoGenSemantic KernelLangSmithQdrantLiteLLMLangfuseAnthropic APIDSPy
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See how Qdrant and LangChain fit into the bigger picture — 207 tools, 452 relationships, all mapped.