examples/sample_queries.md

Sample Queries for Eraynet-nirig

This file demonstrates example queries and expected outputs from the Eraynet-nirig semantic retrieval model.

Query: medicine

Searching for: medicine

 rank   somali   english    italian    domain     similarity_score  confidence_label
    1   Daawo    medicine   medicina   medicine          0.8542           high
    2   ...      ...        ...        ...              ...              ...

Query: politics

Searching for: politics

 rank   somali     english    italian    domain     similarity_score  confidence_label
    1   siyaasad   politics   politica   politics          0.8231           high
    2   ...        ...        ...        ...              ...              ...

Query: botany

Searching for: botany

 rank   somali   english   italian    domain    similarity_score  confidence_label
    1   Botani   botany    botanica   science          0.8912           high
    2   ...      ...       ...        ...              ...              ...

Query: dhaqaale (Somali)

Searching for: dhaqaale

 rank   somali     english     italian    domain    similarity_score  confidence_label
    1   Dhaqaale  economics   economia   general          0.8673           high
    2   ...        ...        ...        ...              ...              ...

Query: legge (Italian)

Searching for: legge

 rank   somali      english   italian   domain   similarity_score  confidence_label
    1   qaanuun     legal     giuridico  law           0.7456           high
    2   ...         ...       ...       ...             ...             ...

Notes

• Similarity scores range from 0 to 1 (cosine similarity)
• Confidence labels are assigned as:
  • high: score ≥ 0.7
  • medium: score ≥ 0.5
  • low: score < 0.5
• Results are sorted by similarity score in descending order
• The model returns top-5 matches by default