Scalability of Open Source Architecture
The open source nature of the Apache 2.0 license gives OpenSearch-SQL a powerful ability to be customized and extended. Developers are free to modify the source code to fit specific business requirements and technology stacks.
The main customization directions include 1) model adaptation (replacing the LLM backend), 2) database docking (supporting specific dialects), and 3) functionality enhancement (adding private function modules). The system provides a complete pre-processing script (run_preprocess.sh) and the main program entry (run_main.sh) by default, which is convenient for secondary development.
The project adopts a modular design, and the core components (e.g. database_manager.py) have clear interface definitions. Community contributors have already developed optimized versions for specific databases, such as PostgreSQL and MySQL, based on this architecture, showing the ecological potential of the project.
This answer comes from the articleOpenSearch-SQL: An Open Source Tool for Turning Natural Language into SQL QueriesThe
