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William Humphrey

William Humphrey

@willgitdata

doing cool things with data

Los Angeles On GitHub since July 2019

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Published Tools

2 Skillsacross 2 categories

Augur HTTP API server. Drop-in Fastify wrapper around @augur-rag/core with OpenAPI docs and trace explorer compatibility.

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SkillRAG
1 dir

willgitdata

Adaptive retrieval orchestration for RAG and semantic search in TypeScript: per-query routing across vector / BM25 / hybrid + cross-encoder reranking, with full traces. Works with pgvector, Pinecone, Turbopuffer, or any custom adapter.

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SkillNLP
1 dir