Welcome to the Knowledgeable Embedding Wiki.

Here you will find instructions and references for building, training, and evaluating models that inject dynamically updatable entity knowledge into embeddings to enhance retrieval-augmented generation (RAG).

• Internals of Knowledgeable Embedding
  Technical details of the toolkit, including its architecture and key components.

• Building Entity Linker and Entity Embeddings from Wikipedia
  Step-by-step guide for constructing an entity linker and entity embeddings from a Wikipedia and Wikidata dumps.

• Training and Evaluation
  Instructions for training models and evaluating their performance.