Personal-LLM-Wiki

Personal knowledge-base system that encapsulates core workflows as Skills to automatically transform reusable source materials into a structured Wiki. Paired with the qmd MCP search engine, it enables automated ingestion, intelligent querying, and health maintenance for long-term knowledge preservation and efficient retrieval.

Overview

Core capabilities

• 🔄 Automatic sync detection — detect new, modified and deleted files under the ObsidianRaw/03_Resources/ directory
• 📥 Intelligent ingestion — extract concepts and entities from source materials, produce concise summaries, and build indexes
• 🔍 Hybrid retrieval — combine lexical (keyword) search and vector (semantic) search for accurate recall
• 📊 Health checks — detect orphan pages, concept gaps, contradiction annotations, cognitive quality, and sync issues

Architecture

Ingestion scope

**Only files under ObsidianRaw/03_Resources/ are ingested.**

Exclusions

The ingestion pipeline skips:

• The Personal/ folder (sensitive data)
• Files that contain only images (no text)
• Shopping lists or configuration dumps (no knowledge value)

Quick start

1. Full sync (recommended)

Runs the complete workflow in one pass: detect → confirm → process → verify → log → report.

2. Detect new/changed files

Produces a sync report comparing ObsidianRaw/03_Resources/ and Wiki/Sources/: