GH Repository · Dataherald
dataherald
Interact with your SQL database, Natural Language to SQL using LLMs
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Pythonsqltext-to-sqlragnl-to-sqlllmfinetuningdatabaseai
Dataherald is a Python-based engine that converts natural language questions into SQL queries against your database using LLMs. The repository indicates a RAG-based architecture and includes finetuning support, though specific module details are not recorded beyond its core NL-to-SQL role.
Reach for it when you want to query a SQL database in plain language instead of writing SQL by hand.
Use it to
- Answer business questions via natural language against a SQL database
- Generate SQL from plain-English prompts with LLMs
- Apply retrieval-augmented generation to text-to-SQL tasks
- Fine-tune models on your own database schemas and query patterns
For Developers and data teams building natural language database interfaces
- Role
- rag
- Language
- Python
- Licence
- Apache-2.0
- Forks
- 262
- Open issues
- 10
- Last push
- 2024-07-24
- Latest release
- 0.0.2 · 2023-09-14
topicstext-to-sqlllmragfinetuningsqldatabase