optimize-cortex-search-service

Community

Bayesian weights for Cortex Search.

Authorrandoneering
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automate the optimization of Cortex Search scoring weights to maximize retrieval quality for user queries.

Core Features & Use Cases

  • Bayesian optimization of texts, vectors, and optional reranker weights across a suite of queries to improve ndcg and recall.
  • LLM-assisted scoring of unjudged documents with caching to accelerate subsequent runs.
  • End-to-end workflow: supply or generate queries, execute Cortex searches, evaluate results, and produce a best-weight configuration.

Quick Start

Run the optimization workflow against your Cortex Search service using a prepared queries file to obtain the best weights.

Dependency Matrix

Required Modules

optunatqdmsnowflake-connector-python

Components

scripts

💻 Claude Code Installation

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Please help me install this Skill:
Name: optimize-cortex-search-service
Download link: https://github.com/randoneering/nix-flake-mirror/archive/main.zip#optimize-cortex-search-service

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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