AIchitect
StacksGraphBuilderSimulateCompareGenomeActivityPulse
235 tools · 33 stacks

AI tools are all over the place. This is the full landscape — 247 tools across 21 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?
Browse all categories →
These tools competes with
Haystack
vs
RAGFlow

Choose Haystack when…

  • •You're building search-first or RAG pipelines in Python
  • •Deepset's enterprise search DNA fits your use case
  • •You need flexible document processing pipelines

Choose RAGFlow when…

  • •Your RAG pipeline ingests complex PDFs with tables and figures
  • •You want a visual no-code pipeline editor for RAG workflows
  • •You need document understanding beyond simple text chunking
Field
Haystack
RAGFlow
Category
Pipelines & RAG
Pipelines & RAG
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
deepset Cloud: Custom
Cloud: $0.01/page
Stars
⭐ 18,000
⭐ 40,000
Health
●100 — Active
●80 — Active
Trajectory
— not enough data
— not enough data
Synced
today
today

Haystack

deepset's open-source framework for building production NLP and LLM pipelines. Strong focus on RAG, search, and document AI use cases.

RAGFlow

Open-source RAG engine built on deep document understanding — handles tables, figures, and complex layouts in PDFs that chunk-based RAG misses. Includes a visual DAG pipeline editor for building extraction and retrieval workflows. One of the fastest-growing RAG projects of 2025 with 40K+ GitHub stars.

Haystack Website ↗GitHub ↗
RAGFlow Website ↗GitHub ↗

Shared Connections (2)

LangChainLlamaIndex

Only Haystack (3)

QdrantPineconeRAGFlow

Only RAGFlow (2)

HaystackOpenAI API
See full comparison in Explore →