ChatGPT Powered Code Analysis
I'm building an AI platform, FlowChai and found a neat use case for it today that I thought would be useful to HN readers. I use GPT4 heavily for writing / editing code, but a major downside is that it doesn't know about new projects. I made the connection today that I could upload the zip file of a Github repo to FlowChai and then write prompts just like with ChatGPT with code questions. While the original intent for this platform is more around natural language, it's neat how this works so well. It's powered underneath by pgvector and OpenAI embeddings.
ChatGPT Powered Code Analysis launched on September 8, 2023 with 5 votes, #1,754 of 4,228 launches that month and more than 50% of that year's launches. The site was still online in September 2026, 3 years on.
What it does
FlowChai is a platform designed to help you understand and work with code repositories, among other types of data. This guide provides a step-by-step walkthrough of how to use FlowChai to interact with a GitHub repository by downloading its zip file, creating a new project in FlowChai, and asking questions about the repo. Enter a prompt, then click "Generate Report". Here are some prompt ideas: Overview : "Can you give me an overview of this repository?" Dependencies : "What dependencies does this repository have?" File Structure : "Describe the file structure of this repository." Contributors : "Who are the main contributors to this repository?" Writing Code : "Can you show me an example…from flowch.ai
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