These tools often paired with

LangGraphvsQdrant

Graph-based stateful agent orchestration versus High-performance vector DB with filtering

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Choose LangGraph when…

  • You need stateful, graph-based agent control flow
  • Complex branching or retry logic is required
  • You're building production agents that need observability

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
LangGraph
Qdrant
Category
Agent Frameworks
LLM Infrastructure
Type
Open Source
Open Source
Free Tier
✓ Yes
✓ Yes
Pricing Plans
Cloud: Usage-based
GitHub Stars
8,000
20,000
Health
80 Active
80 Active

LangGraph

Build stateful multi-actor applications as directed graphs. Part of the LangChain ecosystem. Strong for complex agentic workflows.

Qdrant

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

Shared Connections3 tools both integrate with

Only LangGraph (22)

CrewAILangSmithLiteLLMLangfuseQdrantE2BClaude CodeSweep AICursorGoogle Agent Development Kit

Only Qdrant (9)

LangGraphHaystackDifyChromaWeaviateMilvusPineconeVercel AI SDKRedis Vector

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See how LangGraph and Qdrant fit into the bigger picture — 207 tools, 452 relationships, all mapped.

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