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Wagtail Vector Index

Wagtail Vector Index provides a way to turn Django models, Wagtail pages, and anything else in to embeddings which are stored in a one of multiple vector database backends.

This provides the backbone for features including:

  • Retrieval-augmented text generation (RAG)
  • Natural language search
  • Similarity search
  • Content recommendations