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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
Chroma
vs
LlamaIndex

Choose Chroma when…

  • •You're prototyping a RAG app quickly
  • •Simplicity and in-process use matter
  • •You don't need cloud-scale vector search yet

Choose LlamaIndex when…

  • •You're building RAG or knowledge base apps
  • •Structured data querying over documents is your focus
  • •You need powerful index and retrieval primitives
Field
Chroma
LlamaIndex
Category
LLM Infrastructure
Pipelines & RAG
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
—
—
Stars
⭐ 15,000
⭐ 37,000
Health
●80 — Active
●85 — Active
Trajectory
— not enough data
— not enough data
Synced
6 days ago
2 days ago

Chroma

Developer-friendly vector database. Embeds in-process or runs as a server. Great for prototyping RAG applications quickly.

LlamaIndex

Framework specialized in data ingestion, indexing, and retrieval for LLM applications. The go-to for complex RAG pipelines.

Chroma Website ↗GitHub ↗
LlamaIndex Website ↗GitHub ↗

Shared Connections (3)

LangChainQdrantPinecone

Only Chroma (2)

LlamaIndexLanceDB

Only LlamaIndex (14)

CursorLangGraphChromapgvectorWeaviateLangfuseLiteLLMOllama
See full comparison in Explore →