Hi HN, Former post: https://news.ycombinator.com/item?id=40299091 https://news.ycombinator.com/item?id=40299091 We've just released GitHub Mode for Devv (http

Hi HN, Former post: https://news.ycombinator.com/item?id=40299091 https://news.ycombinator.com/item?id=40299091 We've just released GitHub Mode for Devv (https://devv.ai https://devv.ai). This feature lets you chat with your GitHub repositories. It's currently in public beta and supports Python repos. Here's a brief intro video: https://youtu.be/eYI746AKHQM?si=yOQi0PsOxS4pfpfe https://youtu.be/eYI746AKHQM?si=yOQi0PsOxS4pfpfe Some examples you can check out: * mistralai/mistral-finetune: https://devv.ai/search?threadId=dn380pjcbjls https://devv.ai/search?threadId=dn380pjcbjls * pallets/werkzeug: https://devv.ai/search?threadId=dn38y917snb4 https://devv.ai/search?threadId=dn38y917snb4 * django/django: https://devv.ai/search?threadId=dn397f4qqghs https://devv.ai/search?threadId=dn397f4qqghs Some technical details: We developed specialized indexers for each programming language to perform in-depth analysis of code repositories. These indexers: * Understand the structure of the entire repository from a high-level perspective. * Analyze the relationships between functions and parse Abstract Syntax Trees (AST). * Break down code into atomic fragments (functions or classes) and use language models to generate descriptive vector-encoded representations. * Interpret user queries semantically by integrating multiple external data sources including code repositories, documentation, and search engines. --- Let me know if you need any further adjustments!