{
  "topic": "rag",
  "bundle_count": 26,
  "total_stars": 143,
  "url": "https://bundledex.net/topics/rag/",
  "bundles": [
    {
      "slug": "obsidian-gemini-helper",
      "name": "obsidian-gemini-helper",
      "author": "takeshy",
      "stars": 102,
      "description": "AI chat, workflow automation, semantic search (RAG), LLM Wiki (OKF), and dashboards with reading memos powered by Google Gemini. Works on both desktop and mobile.",
      "okf_conformant": true,
      "url": "https://bundledex.net/bundles/obsidian-gemini-helper/"
    },
    {
      "slug": "mnemos",
      "name": "mnemos",
      "author": "arhuman",
      "stars": 8,
      "description": "Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.",
      "okf_conformant": true,
      "category": "AI Agent Skills",
      "url": "https://bundledex.net/bundles/mnemos/"
    },
    {
      "slug": "agentic-task-system",
      "name": "agentic-task-system",
      "author": "renezander030",
      "stars": 7,
      "description": "MCP server + CLI that turns the task manager you already use into persistent agent memory for Claude Code and any MCP client. Hybrid retrieval (RRF), no vector database. Adapters: TickTick, Obsidian, Notion, GitHub, Airtable, Google, OKF, Taskmaster, Beads.",
      "okf_conformant": false,
      "category": "AI Agent Skills",
      "url": "https://bundledex.net/bundles/agentic-task-system/"
    },
    {
      "slug": "gemini-okf-compiler",
      "name": "gemini-okf-compiler",
      "author": "vishal-raaj-dnd",
      "stars": 7,
      "description": "The Universal Open Knowledge Format (OKF) Ingestion Compiler. Convert PDF, DOCX, Markdown, and HTML into structured, cross-linked RAG context graphs using Google Gemini.",
      "okf_conformant": true,
      "url": "https://bundledex.net/bundles/gemini-okf-compiler/"
    },
    {
      "slug": "docparse-rs",
      "name": "docparse-rs",
      "author": "yzlabai",
      "stars": 6,
      "description": "Pure-Rust document parsing for RAG/agents: PDF · DOCX · HTML · more → byte-deterministic, page+bbox-citable chunks. One binary, zero deps.",
      "okf_conformant": true,
      "category": "Content & Publishing",
      "url": "https://bundledex.net/bundles/docparse-rs/"
    },
    {
      "slug": "okf-studio-egt",
      "name": "OKF_Studio_EGT",
      "author": "ahn1305",
      "stars": 3,
      "description": "Transform institutional knowledge into Open Knowledge Format (OKF). OKF Studio ingests enterprise knowledge from multiple sources, structures it into portable OKF bundles, builds linked knowledge graphs, and makes knowledge reusable across LLMs, agents, and applications.",
      "okf_conformant": true,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/okf-studio-egt/"
    },
    {
      "slug": "open-knowledge-format-starter",
      "name": "open-knowledge-format-starter",
      "author": "supachai-j",
      "stars": 2,
      "description": "Ready-to-fork starter for an AI-maintained knowledge base on the Open Knowledge Format (OKF) v0.1 — Markdown + YAML frontmatter, with a Claude Code skill, conformance validator, and EN/TH docs.",
      "okf_conformant": true,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/open-knowledge-format-starter/"
    },
    {
      "slug": "edu-effect-okf",
      "name": "edu_effect-okf",
      "author": "lloydrichards",
      "stars": 1,
      "description": "Use Effect v4 (beta) to create CLI tools and services that can parse, validate, ingest, query, and reason over OKF bundles, integrated with RAG (Retrieval-Augmented Generation) via ChromaDB",
      "okf_conformant": true,
      "category": "Tooling & SDKs",
      "url": "https://bundledex.net/bundles/edu-effect-okf/"
    },
    {
      "slug": "lore",
      "name": "lore",
      "author": "rafcip",
      "stars": 1,
      "description": "Turn hard-won human experience into knowledge your AI agents can act on — a methodology (routing + Book-to-Skill + governance) above OKF. A production field report.",
      "okf_conformant": true,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/lore/"
    },
    {
      "slug": "okf-desktop",
      "name": "okf-desktop",
      "author": "vinodborole",
      "stars": 1,
      "description": "Lightweight desktop reader + chat for okf-kit knowledge bundles — read any docs like a book, chat with cited answers. AGPL-3.0.",
      "okf_conformant": true,
      "url": "https://bundledex.net/bundles/okf-desktop/"
    },
    {
      "slug": "okf-ingest",
      "name": "okf-ingest",
      "author": "travisjakel",
      "stars": 1,
      "description": "Unified ingestion tool for Google's Open Knowledge Format (OKF): validate, load into a portable DuckDB catalog, and semantically search bundles — from R or Python.",
      "okf_conformant": true,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/okf-ingest/"
    },
    {
      "slug": "okf-kit",
      "name": "okf-kit",
      "author": "mitchellvanrijkom",
      "stars": 1,
      "description": "A tiny, dependency-free toolkit for Open Knowledge Format (OKF) bundles: index, link, lint, and progressive-disclosure navigation over plain markdown. No database, no embeddings, no keys.",
      "okf_conformant": false,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/okf-kit/"
    },
    {
      "slug": "okf-tools",
      "name": "okf-tools",
      "author": "hdean-ssp",
      "stars": 1,
      "description": "CLI and Python library for querying, navigating, and authoring Google Open Knowledge Format (OKF) bundles. Adds semantic search, link graph traversal, and agent-friendly progressive disclosure to plain markdown knowledge bases.",
      "okf_conformant": true,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/okf-tools/"
    },
    {
      "slug": "self-grow-wiki",
      "name": "self-grow-wiki",
      "author": "Ikalus1988",
      "stars": 1,
      "description": "FANUC RAG Knowledge Base — pluggable retrieval + SAG hybrid search + OKF concepts. 97.4% flywheel, 29ms avg. pip install rag-fanuc.",
      "okf_conformant": true,
      "category": "Content & Publishing",
      "url": "https://bundledex.net/bundles/self-grow-wiki/"
    },
    {
      "slug": "taiwan-building-code-rag-benchmark",
      "name": "taiwan-building-code-rag-benchmark",
      "author": "YuJunWang",
      "stars": 1,
      "description": "An advanced AI knowledge retrieval architecture comparison (Hybrid RAG vs Graph RAG vs OKF-Wiki), benchmarked on the Taiwan Building Regulations dataset.",
      "okf_conformant": false,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/taiwan-building-code-rag-benchmark/"
    },
    {
      "slug": "okf-rag",
      "name": "OKF RAG",
      "author": "killop",
      "stars": 0,
      "description": "OKF-based Retrieval-Augmented Generation system. Includes sample OKF bundles with index.md and concept files, plus RAG benchmarking against OKF-structured knowledge.",
      "okf_conformant": true,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/okf-rag/"
    },
    {
      "slug": "brain",
      "name": "brain",
      "author": "aliahmad1967",
      "stars": 0,
      "description": "A local-first AI knowledge platform powered by Ollama and Open Knowledge Format (OKF).",
      "okf_conformant": true,
      "category": "Tooling & SDKs",
      "url": "https://bundledex.net/bundles/brain/"
    },
    {
      "slug": "cite-citadel",
      "name": "cite-citadel",
      "author": "MarkusNeusinger",
      "stars": 0,
      "description": "LLM-maintained, fully-cited personal wiki in Open Knowledge Format — with an MCP server so an AI can search and read it.",
      "okf_conformant": false,
      "category": "Content & Publishing",
      "url": "https://bundledex.net/bundles/cite-citadel/"
    },
    {
      "slug": "imon",
      "name": "iMon",
      "author": "JacksonHe04",
      "stars": 0,
      "description": "It's Mine or Nothing. Moon Escape: Reclaim Our Second Brains, Embrace Google OKF, Slay Every SaaS With Your Own Hands — Join Us.",
      "okf_conformant": true,
      "category": "Content & Publishing",
      "url": "https://bundledex.net/bundles/imon/"
    },
    {
      "slug": "knox-km",
      "name": "knox",
      "author": "jr2804",
      "stars": 0,
      "description": "Knowledge Organizer for eXtended documents (KNOX). Python knowledge management tool that uses OKF v0.1 as its default output format. Supports ACP, MCP, RAG, vector search, and knowledge graphs.",
      "okf_conformant": true,
      "category": "Tooling & SDKs",
      "url": "https://bundledex.net/bundles/knox-km/"
    },
    {
      "slug": "memvault",
      "name": "memvault",
      "author": "heonyus",
      "stars": 0,
      "description": "memvault — local knowledge engine for AI agents: capture Codex/Claude/Gemini sessions, hybrid semantic+keyword retrieval, one MCP server for every harness, interactive graph, OKF export.",
      "okf_conformant": true,
      "category": "AI Agent Skills",
      "url": "https://bundledex.net/bundles/memvault/"
    },
    {
      "slug": "okf-convert",
      "name": "okf-convert",
      "author": "chapter42",
      "stars": 0,
      "description": "Convert Markdown files and web pages into a conformant Open Knowledge Format (OKF v0.1) bundle. Deterministic Python + optional LLM enrichment. Claude Code skill + standalone CLI.",
      "okf_conformant": true,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/okf-convert/"
    },
    {
      "slug": "okf-everything",
      "name": "okf-everything",
      "author": "JacksonHe04",
      "stars": 0,
      "description": "It's Mine or Nothing. Moon Escape: Reclaim Our Second Brains, Embrace Google OKF, Slay Every SaaS With Your Own Hands — Join Us.",
      "okf_conformant": true,
      "url": "https://bundledex.net/bundles/okf-everything/"
    },
    {
      "slug": "okf-operational-layer",
      "name": "okf-operational-layer",
      "author": "teamdublabs",
      "stars": 0,
      "description": "Why an OKF knowledge base needs a metabolism, not just a body — the automation layer Google's spec leaves out. By Team Dub Labs.",
      "okf_conformant": true,
      "category": "Reference & Specifications",
      "url": "https://bundledex.net/bundles/okf-operational-layer/"
    },
    {
      "slug": "okfgen",
      "name": "okfgen",
      "author": "bushans",
      "stars": 0,
      "description": "Turn any repo, database, or open-data portal into an AI-ready knowledge graph — one command, no LLM, no lock-in. Based on Google's OKF Spec",
      "okf_conformant": true,
      "category": "Example Datasets",
      "url": "https://bundledex.net/bundles/okfgen/"
    },
    {
      "slug": "rag-local",
      "name": "rag-local",
      "author": "MauricioPerera",
      "stars": 0,
      "description": "Local-first RAG memory for LLMs: Node server with ONNX embeddings, OKF-structured chunks, portable vector bundles, and REST + Web UI + CLI + MCP interfaces",
      "okf_conformant": false,
      "url": "https://bundledex.net/bundles/rag-local/"
    }
  ]
}