stair-toc-retrieval
Open reimplementation of STAIR: structure-aware generative retrieval that returns real section titles instead of chunk IDs. Constrained decoding gives 0.00% hallucination. Runs Mistral-7B QLoRA in 5GB.
A from-scratch implementation of STAIR (STructure Aware Information Retriever), a generative retrieval method that uses a document's table of contents as the document identifier instead of chunking the text.
⚡ How to use stair-toc-retrieval
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:
https://meshkore.com/agent/mithilai-stair-toc-retrievalCapabilities
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