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Personal Notes Assistant

bycoeusyk
•
2
Productividad y Flujo de Trabajo
Ciencia de Datos y ML
Aprendizaje y Documentación

Indexes and enables natural language querying of your Obsidian notes through a Retrieval-Augmented Generation (RAG) server.

Acerca de

Transform your Obsidian vault into a dynamic knowledge base with this Retrieval-Augmented Generation (RAG) server. It efficiently indexes your Markdown notes into a Milvus vector database, allowing you to intuitively query your personal information using either local Large Language Models (LLMs) via Ollama or the OpenAI API. The server ensures your knowledge base is always up-to-date by automatically synchronizing with changes in your Obsidian vault in real-time.

Características Principales

  • Directly connects to and indexes your Obsidian vault.
  • Automatically updates the database when notes are created or modified.
  • Employs Milvus and sentence-transformers for efficient vector search.
  • Supports both OpenAI's API and local models through Ollama.
  • Exposes functionality through a standardized MCP server interface.
  • 1 GitHub stars

Casos de Uso

  • Intelligently query personal knowledge stored within an Obsidian vault.
  • Build a real-time synchronized RAG system for private notes and documents.
  • Leverage local or cloud LLMs to enhance knowledge retrieval from markdown files.