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vault-semantic-search

Search vault notes by meaning using semantic embeddings and RAG.

515|64|Updated Oct 23, 2024
Search Tags:#rag#obsidian#vault#notes#semantic-search#concept#information-retrieval
One-click install
npx skills add https://github.com/allenhutchison/obsidian-gemini --skill vault-semantic-search
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vault-semantic-search
Source: https://github.com/allenhutchison/obsidian-gemini/tree/main/prompts/bundled-skills/vault-semantic-search
Command: npx skills add https://github.com/allenhutchison/obsidian-gemini --skill vault-semantic-search

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Vault notes are often hard to locate when exact keywords fail to capture the intended meaning. Semantic search surfaces concept-based results by connecting ideas across notes, reducing time spent hunting for related content.

Core Features & Use Cases

  • Semantic search across vault content using retrieval-augmented generation (RAG) to surface concept-based results.
  • Optional filtering by folder paths and Obsidian tags for focused results.
  • Cross-note discovery that surfaces related ideas and topics across the vault.

Quick Start

Ask it to find notes by concept, for example: locate notes about project management methodologies.

Frequently Asked Questions about vault-semantic-search

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search my Obsidian vault by meaning instead of exact keywords?▼

Semantic search finds Obsidian vault notes by meaning using retrieval-augmented generation, surfacing concept-based results even when exact keywords fail to match your intended query.

What is the best way to find notes about a concept across an entire vault?▼

Semantic search connects related ideas across your vault, allowing you to locate notes by concept rather than exact text matches, reducing time spent hunting for related content.

Can I filter semantic search results by folders and tags?▼

Yes, semantic search supports optional filtering by folder paths and Obsidian tags, allowing you to focus concept-based retrieval results on specific areas of your vault.

Do I need a vault index with embeddings to perform semantic search?▼

Yes, semantic search requires a vault index with semantic embeddings to rank notes by meaning and surface concept-based results using a retrieval-augmented approach.

When should I use semantic search over keyword search in my notes?▼

Semantic search applies when exploring topics across vaults, linking related notes, or when keyword search returns poor or missing results due to mismatched vocabulary.

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