hitsz-ids/airda
A multi-agent system for data analysis that generates SQL, Python code, and visualizations using specialized agents including data retrieval, code generation, and self-debugging capabilities.
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airda is a data analysis multi-agent framework that orchestrates specialized agents to handle data queries, SQL generation, Python code generation, and data visualization. The system employs multiple agent types including a data search agent, SQL generation agent, code generation agent, and visualization analysis agent that collaborate through multi-turn conversations. It includes self-debugging capabilities and can produce dashboard applications and data APIs from analysis results.
Frequently asked
- What is hitsz-ids/airda?
- A multi-agent system for data analysis that generates SQL, Python code, and visualizations using specialized agents including data retrieval, code generation, and self-debugging capabilities.
- Is airda open source?
- Yes — hitsz-ids/airda is open source, released under the Apache-2.0 license.
- What language is airda written in?
- hitsz-ids/airda is primarily written in Python.
- How popular is airda?
- hitsz-ids/airda has 1.8k stars on GitHub.
- Where can I find airda?
- hitsz-ids/airda is on GitHub at https://github.com/hitsz-ids/airda.