open-contribution rag

This is a submission for the Open Source AI Challenge with pgai and Ollama

What I Built

the problem with junior-devs or in generall people who just started learning an skill, is that they don't really find any real open-source project that they can contribute and feel excited about.
that's why implemented an rag based search where user can explore projects based on prompts. basically a person post's an project with relvent information i.e(title,description,tech_stack,what exactlly the author need contributiion for?)
the idea is not sololey focused on coding, a person who knows logo_design,figma and even a person can do marketing for someone's project

Demo

Currently, there's no way to add a new project since authentication hasn't been implemented. For now, feel free to test the RAG capabilities. Take a look! 🫡

open-contribution
github-repo

Tools Used

used an free hosted postgres database on timesacele, then use the pgai(extension) to vectorify my db, then used pgai vectorizer to automate embedding's creation, planning to implement pgvectorscale shortly😀

Final Thoughts

had just created the MVP, like the platform doesn't have authentication, styling is basic and there is some halucination. pllaning ato implement all these features also thinking off adding filters for accuracy and maybe an chatting-system also

vectorizer vibe pgvector pgai pgvetorscale

sourabh_builds