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---
language: en
widget:
- text: "translate English to SQL: feel good story since yesterday"
license: apache-2.0
---
# T5-small finedtuned to generate txtai SQL
[T5 small](https://huggingface.co/t5-small) fine-tuned to generate [txtai](https://github.co/neuml/txtai) SQL. This model takes natural language queries and builds txtai-compatible SQL statements.
txtai supports both natural language queries
```
Tell me a feel good story
Show me stories about wildlife
Sports stories about hockey
```
and SQL statements
```
select * from txtai where similar("Tell me a feel good story") and
entry >= date('now', '-1 day')
```
This model bridges the gap between the two and enables natural language queries with filters.
```
Tell me a feel good story since yesterday
Show me sports stories since yesterday with team name as Red Sox
Latest news summarized
Latest news translated to fr
```
## Custom query syntax
This model is an example of creating a custom query syntax that can be translated into SQL txtai can understand. Any query syntax can be created. This one supports English but a similar strategy can be deployed to support other languages. Natural language can be translated to functions, query clauses, column selection and more.
## Model training
This model was trained using scripts that can be found here: https://github.com/neuml/txtai/tree/master/models/txtsql
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