https://jobswithgpt.com and mcp docs @ https://github.com/jobswithgpt/mcp

jobswithgpt.com - specifically improving the underlying LLM indexing.

jobswithgpt.com job search site, as a side project

It is generated with help of deep research, more of a study tool than a reference, added a note to article.

I been doing a smaller version of the same idea for just domain of job listings. Initially I looked at HNSW but couldn't reason on how to scale it with predictable compute time cost. I ended up using IVF because I am a bit memory starved. I will have to take at look at coreNN.

https://jobswithgpt.com/ and added automatic categorization https://jobswithgpt.com/browse/

The scores are per job - so you could just sort by score in-addition to the other search criteria. The index is still building but I will follow up with an example for you when ready!

Working on https://jobswithgpt.com and improving coverage day by day.

https://diffwithgpt.com is a tool that summarizes GitHub diffs using a locally hosted Qwen/Qwen-8B model. It currently indexes a small set of Go/devops repositories and enriches commits with AST derived context to improve semantic accuracy.(only past 3y of commits for now) The goal is to evaluate whether lightweight, local LLMs can provide meaningful changelog summaries. Any feedback welcome.

Wow, interesting. I been hacking a tool called https://diffwithgpt.com with a similar angle but indexing git changelogs with qwen to have it raise risks for backward compat issues, risks including security when upgrading k8s etc.