ErayNet-nirig / examples /sample_queries.md
haajidheere's picture
Add examples/sample_queries.md
0e6e402 verified
# 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