huangruiteng/CS-Notes
CS Notes
CS-Notes is an AI-powered note organizer and computer science knowledge base. It serves as a technical learning curriculum and a structured collection of study materials covering fundamentals such as algorithms, operating systems, and machine learning.
The project utilizes large language models to automatically categorize and arrange technical documentation through AI-driven workflows. It organizes these topics into a hierarchical knowledge graph of linked nodes to support self-directed study.
Content is stored as markdown flat files for version control and text editing. These files are converted via static site generation into a searchable web interface for browsing and indexing technical information.
Features
- AI Note Organization - Provides an AI-driven system for automatically categorizing and arranging technical notes to improve retrieval.
- AI Content Workflow Automation - Implements AI-driven workflows to automate the arrangement and organization of technical documentation.
- AI-Driven Content Modeling - Uses large language models to automatically analyze text and assign notes to relevant technical categories.
- LLM Category Assignments - Employs LLM inference to automatically classify notes into predefined technical categories.
- Hierarchical Knowledge Structures - Organizes complex technical subject matter into a nested, hierarchical system of linked nodes.
- Core CS Fundamentals Study - Offers comprehensive study materials covering fundamental CS topics including algorithms, operating systems, and machine learning.
- Technical Curriculum Mapping - Designs a hierarchical roadmap of linked nodes to define a curriculum for self-directed CS study.
- Computer Science Education - Provides foundational learning materials covering core computer science principles and algorithmic problem solving.
- CS Knowledge Bases - Curates a structured repository of core computer science concepts across multiple fundamental domains.
- Markdown-Based Content Storage - Stores technical information in human-readable markdown flat files to enable version control and easy editing.
- Markdown-Based Knowledge Bases - Implements a version-controlled knowledge repository using platform-agnostic plain-text markdown files.
- Static Site Generation - Generates a searchable web interface from structured documentation files for fast browsing.
- Instructional Static Sites - Delivers educational courseware via a static site generated from markdown sources.
- Static Site Documentation - Transforms markdown files into a static HTML interface with navigation for technical documentation.
- Self-Directed Learning Curricula - Supports self-directed learning through a structured educational path of organized digital notes.
