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retrieval-skill

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Fast semantic vault search and evidence retrieval.

Data & Analytics#retrieval#evidence#vault#semantic-search#faiss#knowledge-discovery#minilm
AuthorSheshiyer
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Semantic search across a massive vector index enables instant discovery and evidence retrieval for content generation, reducing manual sifting through notes and documents.

Core Features & Use Cases

  • Semantic search across 3.2M chunks using FAISS and the all-MiniLM-L6-v2 model.
  • Retrieval-Augmented workflows such as evidence scaffolding, cross-domain connections, and source-lattice construction.
  • Use Case: Quickly locate top snippets and sources to substantiate content creation or QA tasks.

Quick Start

Ask the vault to return the top semantic matches and evidence snippets for a given query.

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: retrieval-skill
Download link: https://github.com/Sheshiyer/14113-X-vault/archive/main.zip#retrieval-skill

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