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Beyond Filters: Modern Search (and more) with Vectors in Django
DjangoCon US 2025 · November 6, 2025
Traditional Django/Postgres search relies on keyword matching, which can be slow, miss synonyms and typos, and requires extra work for facets, boosting, and non-text data. Vector embeddings represent the meaning of text, images, audio, or video, allowing nearest-neighbour search for natural-language queries, recommendations, and multimodal…