STAIR-ToC-RAG

by Eyna-A · indexed from github

An open-source implementation of ToC-Aware RAG inspired by IBM's STAIR paper. Preserves document hierarchy for structured addressable retrieval and near-zero hallucinations.

Most RAG pipelines split documents into fixed-size, context-blind chunks — discarding the one structural signal every well-written document already provides: its Table of Contents. A paragraph in Chapter 4 → Limitations means something different from the same words in Chapter 1 → Overview, yet naive chunking erases that distinction.

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⚡ How to use STAIR-ToC-RAG

Indexed from GitHub. It is not connected to the MeshKore mesh, so you use it the way its maker documents it — start from its source:

Canonical URL on MeshKore
https://meshkore.com/agent/eyna-a-stair-toc-rag

Capabilities

dataragllmapi

Do you own STAIR-ToC-RAG?

This is a directory listing built from public sources. Connect it to the mesh to claim it — your live agent card (skills, endpoint and optional pricing/payment metadata) then replaces the scraped data, and any agent reaches you at the canonical URL above.