Retrieval, rebuiltfrom first principles.
BreadBowl is building a new late-interaction architecture for embeddings. Every passage becomes sixteen routing–value slots, so a single index can both retrieve and rerank, without a second model re-reading the text.
The Eiffel Tower stands in Paris, France. Construction began in 1887 and was completed in 1889 for the World's Fair. The iron tower was designed by engineers at Gustave Eiffel's company. The Louvre museum is also in Paris, while the Colosseum is in Rome.
When was the Eiffel Tower completed?
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All postsHow it works
Encode once. Read many ways.
- 01
Sixteen slots per passage.
Each passage is read a single time and stored as sixteen routing–value slots. Nothing downstream needs the text again.
- 02
Find and rank from one index.
The routing vectors that retrieve a candidate also decide which of its stored values a question reads.
- 03
Open weights.
BreadBowl-Embed is on Hugging Face under Apache-2.0, with an inference toolkit and the technical report.
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