MindSQL: A Python Text-to-SQL RAG Library simplifying database interactions. Seamlessly integrates with PostgreSQL, MySQL, SQLite, Snowflake, and BigQuery. Powered by GPT-4 and Llama 2, it enables natural language queries. Supports ChromaDB and Faiss for context-aware responses.
This pull request includes support for open-source LLMs (Language Model Models) through HuggingFace in the repository.
Related Issue
This pull request doesn't address a specific issue.
Proposed Changes
Added support for open-source LLMs through HuggingFace.
Checklist
[x] My code follows the coding standards and conventions of the project.
[ ] I have added test cases in the tests folder to cover my changes, if applicable.
[ ] I have updated the documentation, if necessary.
[x] I have tested my changes locally.
Screenshots or GIFs (if applicable)
N/A
Additional Notes
This implementation aims to enhance the flexibility and capability of the repository by leveraging state-of-the-art LLMs available through HuggingFace.
Reviewer Checklist
[x] Code review completed.
[ ] Tests passed successfully.
[ ] Documentation reviewed and updated, if necessary.
[x] Any potential side effects or edge cases considered.
Description
This pull request includes support for open-source LLMs (Language Model Models) through HuggingFace in the repository.
Related Issue
This pull request doesn't address a specific issue.
Proposed Changes
Added support for open-source LLMs through HuggingFace.
Checklist
testsfolder to cover my changes, if applicable.Screenshots or GIFs (if applicable)
N/A
Additional Notes
This implementation aims to enhance the flexibility and capability of the repository by leveraging state-of-the-art LLMs available through HuggingFace.
Reviewer Checklist