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RKB109/hybrid-semantic-search-20260827-dataset

Hybrid Semantic Search Service Synthetic Dataset Summary This dataset contains 14 training examples and 4 held-out examples for Enterprise search needs explainable retrieval quality when embedding APIs are unavailable, expensive, or restricted. Every record is synthetic and includes: input: query, event, or feature description label: expected class, route, relation, or evidence category context: synthetic supporting context source: fictional source identifier… See the full description on the dataset page: https://huggingface.co/datasets/RKB109/hybrid-semantic-search-20260827-dataset.

sourceHugging Facecc-by-4.0updated 1mo agoView on Hugging Face
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Hybrid Semantic Search Service Synthetic Dataset

Summary

This dataset contains 14 training examples and 4 held-out examples for Enterprise search needs explainable retrieval quality when embedding APIs are unavailable, expensive, or restricted.

Every record is synthetic and includes:

  • —input: query, event, or feature description
  • —label: expected class, route, relation, or evidence category
  • —context: synthetic supporting context
  • —source: fictional source identifier
  • —variant: generation pattern
  • —synthetic: always true

Uses

  • —Reproducible unit and integration tests
  • —Baseline model training
  • —Evaluation harness development
  • —Schema and architecture demonstrations

Limitations

The lightweight lexical baseline is reproducible but should be replaced or compared with domain embeddings at scale.

This dataset does not represent real users, patients, customers, production traffic, or licensed media. It must not be presented as real-world evidence.

Related Model

RKB109/hybrid-semantic-search-20260827-model