karpathy-llm-wiki-vault  by jason-effi-lab

Obsidian knowledge vault for structured AI research

Created 1 week ago

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315 stars

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Project Summary

This project provides a structured Obsidian knowledge base template, inspired by Andrej Karpathy's LLM Wiki concept. It aims to transform fragmented information into a highly interconnected, AI-friendly knowledge network for research and learning. The target audience includes researchers, engineers, and power users working with LLMs and knowledge management, offering a systematic approach to building a personal or team knowledge graph.

How It Works

The vault utilizes a specific directory structure to categorize raw inputs (articles, papers, transcripts) and processed knowledge outputs (concepts, entities, sources, syntheses). It leverages Obsidian as the primary interface and integrates with Claude Code or Claudian plugins to automate key workflows: ingest for compiling raw data into the wiki, query for retrieving and synthesizing information with backlinks, and lint for maintaining knowledge base health. This approach facilitates structured data ingestion and AI-assisted knowledge discovery.

Quick Start & Requirements

  • Primary Install/Run: Open the vault in Obsidian. Requires installation and configuration of Claude Code or Claudian plugins.
  • Prerequisites: Obsidian application, Claude Code or Claudian plugin. Potential reliance on Google Gemini API and Anthropic Claude services (specific API key requirements are not detailed).
  • Links: No specific quick-start or demo links provided in the README.

Highlighted Details

  • Structured Vault: Organizes information into distinct layers: raw inputs, processed concepts, entities, sources, and syntheses.
  • AI-Assisted Workflows: Features custom agent skills (ingest, query, lint) for automated knowledge compilation, retrieval, and maintenance.
  • Interconnected Knowledge: Emphasizes creating a highly linked knowledge network, facilitating AI-driven exploration and understanding.
  • Global Mind Specification: Includes a CLAUDE.md file for defining language protocols, permissions, and the wiki schema.

Maintenance & Community

No specific details on contributors, sponsorships, community channels (like Discord/Slack), or roadmaps are provided in the README.

Licensing & Compatibility

The license type is not specified in the provided README content. Compatibility for commercial use or closed-source linking is therefore undetermined.

Limitations & Caveats

The project's functionality is heavily dependent on the Claude Code or Claudian plugins, which may require specific setup or subscriptions. Reliance on external AI services (Gemini, Claude) implies potential costs and availability concerns. The README does not detail the specific setup or resource requirements for these integrations.

Health Check
Last Commit

1 week ago

Responsiveness

Inactive

Pull Requests (30d)
1
Issues (30d)
0
Star History
325 stars in the last 13 days

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