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207 tools · 25 stacks

AI tools are all over the place. This is the full landscape — 207 tools across 17 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

Budget

Use case

Stage

Cluster

Stack Layers
What are you building and how is it defined?
How do you write and ship code?
How does your AI think and act?
Which models and infrastructure power it?
How do you build, observe, and extend it?
These tools integrates with
Dify
vs
Qdrant

Choose Dify when…

  • •You want a self-hosted LLM app platform
  • •Non-technical users need to build AI workflows
  • •You need a backend and frontend in one tool

Choose Qdrant when…

  • •You need high-performance vector search in production
  • •You want OSS with Rust-level performance
  • •Filtering alongside vector search is important
Field
Dify
Qdrant
Category
Pipelines & RAG
LLM Infrastructure
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
Cloud Pro: Paid
Cloud: Usage-based
Stars
⭐ 50,000
⭐ 20,000
Health
●85 — Active
●80 — Active
Trajectory
— not enough data
— not enough data
Synced
7 days ago
today

Dify

Open-source platform with a visual workflow builder, model management, RAG pipeline, and agent capabilities in one product.

Qdrant

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

Dify Website ↗GitHub ↗
Qdrant Website ↗GitHub ↗

Only Dify (4)

FlowiseLangfuseQdrantLiteLLM

Only Qdrant (12)

LangGraphLangChainLlamaIndexHaystackDifyVercel AI SDKChromaPinecone
See full comparison in Explore →