Viewing profile — nutellalover

Hey, I teach a class at Stanford covering among other things how to effectively use AI across the full SDLC. Hope it's helpful! https://themodernsoftware.dev/

Codeviz is such a cool project. Love having it in VSCode.

Big fans of Cursor ourselves. One of the goals with this library is to make it easy for maintainers of OSS projects to expose chat support functionality to their users in a very st…

Happy to help! At the beginning, we started with qualitative "vibe" checks where we could iterate quickly and the delta in quality was still so significant that we could obviously …

Great question. For most small repos (10-20 source files) this works incredibly well out-of-the-box. We stress-tested with repos like langchain, llamaindex, kubernetes and there th…

The truth is we started there. But for any reasonably-sized, complex codebase this just isn't going to work as the context window isn't sufficient and moreover it becomes harder fo…

This is a great read Simon.

Definitely agree that the trend is toward lower cost where a lot of these use-cases are unlocked. Especially as all the major 3rd party LLM providers scramble to ship better models…

Thanks for the note! We welcome contributions!

We ran some qualitative tests and there was a quality difference. In fact, benchmarks show that trend to generally hold: https://archersama.github.io/coir/ That being said, our goa…

You can certainly apply to a private repo. If you want to ensure data stays local, you would have to add support for an OSS embedding/LLM model (of which there are many good offeri…

Yup! We use tree-sitter and parse it at the file-level.

Thanks! This is a great idea. Definitely something we plan to support.

The starter config is Openai embeddings + llm, pinecone vector store, gradio for the UI. But it's customizable so you can swap out whatever you want easily.

Feel free to submit an issue on the repo and we'll get to it!

Thanks for the request! This is on our roadmap, as is supporting Github issues and eventually external documentation/code discussions from Slack, Jira/Linear, etc.

OP here! I love this stress test. Will index and get back to you!