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haajidheere
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ErayNet-nirig

sentence-transformers
Somali
English
Italian
semantic-search
lexical-retrieval
somali
multilingual
dictionary
terminology
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ErayNet-nirig
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# 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