premAI-io/premsql
An open-source library for building end-to-end text-to-SQL pipelines using small language models and RAG on databases.
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PremSQL provides tools to create fully local text-to-SQL solutions using small language models. It includes customizable components for building and deploying pipelines, PremSQL Agents for autonomous analysis and database querying via natural language, a self-hosted API, and a playground UI. The project released its own model Prem-1B-SQL on HuggingFace with over 26K downloads.
Frequently asked
- What is premAI-io/premsql?
- An open-source library for building end-to-end text-to-SQL pipelines using small language models and RAG on databases.
- Is premsql open source?
- Yes — premAI-io/premsql is an open-source project tracked on heatdrop.
- What language is premsql written in?
- premAI-io/premsql is primarily written in Python.
- How popular is premsql?
- premAI-io/premsql has 457 stars on GitHub.
- Where can I find premsql?
- premAI-io/premsql is on GitHub at https://github.com/premAI-io/premsql.