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LlamaIndex

The data framework most local RAG tutorials are built on.

When to use it

Use this when you need rich document loaders and query engines, and are happy wiring your own local model underneath.

Alternatives in Embeddings & RAG

MLX Embeddings

Embedding models on MLX, so retrieval doesn't need PyTorch.

txtai

An all-in-one embeddings database, from before 'RAG' was a word.

Chroma

The vector database that got embedded into every local RAG demo first.