Source record

Published by Hugging Face Blog (T1.5 source). The original is at https://huggingface.co/blog/pwc-search.

Pipeline notes

The summary and note below are generated by the signal pipeline — they are Beyond Desk’s reading, not quotations from the source.

Hugging Face describes the infrastructure behind Papers with Code search, built on Inference Endpoints, Jobs, and Buckets. The system uses hybrid retrieval combining keyword and vector search, with rerankers for precision. A CLI Skill exposes the search to agents, tolerating typos, incomplete titles, and cold starts.

First-party account of a production hybrid search architecture exposed to agents. Worth reading as a reference for teams wiring retrieval stacks and exposing them to agent clients.

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