OSS Insight is an AI-powered tool that enables users to ask questions in natural language and receive SQL queries and visualizations as a response. By leveraging the capabilities of Text2SQL and Chat2Query, users can explore GitHub data without the need for SQL or plotting skills. The tool is built on technologies such as GH Archive, GitHub event API, TiDB Cloud, and OpenAI's ChatGPT API.
Features
- Generates SQL queries from natural language questions
- Queries GitHub data without SQL or plotting skills
- Provides visualizations of query results
Use Cases
- Querying GitHub data without SQL knowledge
- Analyzing trends and rankings of developers, repositories, and languages on GitHub
Suited For
- Data analysts
- GitHub users
- Developers
- Data enthusiasts
FAQ
Yes! OSS Insight integrates the capabilities of Text2SQL and Chat2Query, so you can explore any dataset using AI-generated SQL queries.
The limitations of GitHub Data Explorer include a lack of context and knowledge about specific database structures, limitations in producing efficient SQL statements for large and complex queries, and occasional service instability.
Potential reasons for failure to generate an SQL query include the AI's inability to understand or misunderstand your question, network issues, or excessive requests. It is recommended to use clear, specific phrases related to GitHub in your question and to avoid excessive requests.
To get a desirable query result, you can rephrase your question using clear, specific phrases related to GitHub. It is also recommended to use a GitHub login account instead of a nickname, use a GitHub repository's full name, and use GitHub terms in your query.
GitHub Data Explorer is built on technologies such as GH Archive, the GitHub event API, TiDB Cloud, and OpenAI's ChatGPT API.
