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OSS Insight
p/ossinsight
Explore Popularity & Activity trends using Github open data
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Mia
Data Explorer — Explore GitHub live data in natural language
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Data Explorer is an GPT-powered querying tool for GitHub live data exploration. Simply ask your question in natural language and Data Explore will generate SQL, query the data, and present the results visually.
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Mia
Maker
Hi hunters, We're excited to introduce Data Explorer, an GPT-powered querying tool for GitHub data exploration. Simply ask your question in natural language, for example: - YoY growth rate in percentage by quarters for kubernetes contributors - Monthly AI developer activity - Top 10 developers with the most followers Data Explore will generate SQL, query the data, and present the results visually. Give it a try and let us know what you think!
Hooopo
@xiaolu_zhou The experience of using data explorer is really cool, how are you able to respond to queries so quickly with such a large amount of data? I see that the SQL statements use MySQL syntax, which seems unrealistic. Also, ossinsight.io is really trendy, it will become my first choice for open-source technology tools.
Mia
Maker
@hooopo Thanks for your comment! Yes, querying 5+ billion rows of GitHub data is really no small feat. We choose TiDB Cloud as our backend database. It can store massive data, handle complex analytical queries, and serve online traffic. To enable users without SQL knowledge to query with this tool, we also used TiDB Cloud's SQL generator Chat2Query to translate the natural language to SQL. We are open sourced on GitHub: https://github.com/pingcap/ossin.... If you have more questions, feel free to reach out.