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123 tools · 10 stacks
GitHub

AI tools are all over the place. This is the full landscape — 123 tools across 12 categories, mapped and connected. Ready to narrow it down? Build your stack →

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?
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These tools integrates with
LlamaIndex
vs
Ollama

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

Choose Ollama when…

  • •You want to run LLMs locally on your machine
  • •Privacy or offline use cases require local models
  • •You're testing open-source models without API costs
Field
LlamaIndex
Ollama
Category
Pipelines & RAG
LLM Infrastructure
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
—
—
Stars
⭐ 37,000
⭐ 90,000

LlamaIndex

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

Ollama

Dead-simple local LLM serving. Pull and run models like Docker images. Compatible with the OpenAI API format.

LlamaIndex Website ↗GitHub ↗
Ollama Website ↗GitHub ↗

Shared Connections (2)

LiteLLMvLLM

Only LlamaIndex (14)

CursorLangGraphLangChainQdrantChromapgvectorWeaviateLangfuse

Only Ollama (3)

ContinueLlamaIndexllama.cpp
See full comparison in Explore →