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We wrote a short tutorial on vectorless RAG with a Table of Contents (ToC). In this tutorial, we use PageIndex to create an LLM-friendly ToC for retrieval instead of using chunking/vectors.

Since a ToC is the human way of doing retrieval, we believe AI should work more like humans—and also benefit from this method.

We’re keen to hear your feedback on this approach.

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Vectorless RAG with a Table of Contents

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