New Open Source Tools to Enable InnerSource
summary
Shell describes two open source tools: an AI semantic search (Project Fleming) that indexes GitHub, Stack Overflow and SharePoint, runs on CPU with small Hugging Face/BERT models, and costs about $400 a month, plus a virtual readme generator that preps corpora so tiny models work. A second tool (provisional Project Avanti) is a Plotly Dash repo repair tool that generates editable READMEs, license and contributor files, issue/PR templates, downloadable reports, a VS Code extension, and GitHub templates with Copilot instructions; both are moving to the Linux Foundation.
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chapters (10)
- 0:00Introduction to InnerSource tools
- 1:51Meet the speakers
- 3:59InnerSource maturity model
- 4:40AI-powered discovery tool
- 8:51Project Fleming overview
- 10:36Repo repair tool introduction
- 13:24Custom maturity models
- 14:05Copilot integration guide
- 16:13Commitment to open source
- 16:57Call for collaboration
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