Topic

definitions

5 connected articles

Canonical Naming title beside an apple and laptop in separate translucent panels, each linked to its own semantic icons on a dark teal background.
canonical naming

Canonical Naming

Learn how canonical naming defines entity boundaries in Retrieval-Augmented Generation and knowledge graphs, improving retrieval and reasoning.

1 min read
Cat and dog, car and truck, and apple and pear figurines form three related semantic groups. Text: Embeddings group related meanings together.
embedding

Embeddings

Learn how vector embeddings represent meaning, support semantic search, and retrieve related content for RAG and AI applications.

2 min read
A chat laptop connects through a central hub to a folder, database and calendar. Text: MCP connects AI to your tools.
mcp

Model Context Protocol (MCP)

Learn how Model Context Protocol connects AI agents to external tools and data, what MCP standardises, and where it fits compared with a CLI.

2 min read
A speech bubble connects to components being assembled into a task-board interface. Text: Plain-language instructions can build working software.
vibe coding

Vibe Coding

Vibe coding uses natural-language instructions and LLMs to build software, changing how people prototype, debug, and learn application architecture.

1 min read