optimize-cortex-search-service
CommunityBayesian 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
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
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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