OSS Insight is a website that uses AI to generate SQL queries from natural language questions related to GitHub events. OSS Insight utilizes Chat2Query, an AI-powered SQL generator, and TiDB Cloud, a fully managed cloud database service, to analyze GitHub event data sourced from GH Archive. However, the AI has limitations, such as the lack of context and domain knowledge, and the dataset itself can be a limitation for the tool. OSS Insight provides tips for optimizing queries and offers tutorials and workshops to help users analyze GitHub events.
OSS Insight Features
- Live2D and 3D Versions: Choose between 2D and 3D visualizations
- AI-Powered SQL Generator: Chat2Query translates natural language questions into SQL
- Question Optimization Tips: Improve query results with clear, specific phrases
- Query Templates: Get inspiration from suggested queries near the search box
- Data Source: Uses GH Archive and GitHub event API for comprehensive data
- Database: TiDB Cloud, a fully managed cloud Database as a Service
- AI Engine: OpenAI's ChatGPT API for natural language to SQL translation
- Tutorials and Workshops: Learn how to use OSS Insight and set up a mini version
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