similarity-search-patterns

Name: similarity-search-patterns
Availability: InStock
Author: 48Nauts-Operator

Community

Patterns for efficient similarity search at scale.

Data & Analytics #Weaviate #Qdrant #Pinecone #vector-search #hybrid-search

Author48Nauts-Operator

Version1.0.0

Installs0

System Documentation

What problem does it solve?

Implement efficient similarity search with vector databases and hybrid approaches.

Core Features & Use Cases

Pinecone, Qdrant, Weaviate, pgvector integration patterns
Template implementations for Pinecone, PostgreSQL, and Elasticsearch
Hybrid search and reranking guidance

Quick Start

Set up a Pinecone vector store and perform a top-5 similarity search.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: similarity-search-patterns
Download link: https://github.com/48Nauts-Operator/opencode-baseline/archive/main.zip#similarity-search-patterns

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

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