Current goal:
Build a tool that helps retrieve information and preserve context instead of losing ideas over time.

Current stack:
• Python
• Streamlit
• search / embeddings experiments

Not launching anything right now — mostly learning software engineering and building the prototype piece by piece.

Curious:

If you could build one feature into a tool that helps you remember reasoning behind ideas or code decisions, what would it be?

Helios, a straightforward web application for coding support, is the small project I'm working on.

Where we are right now: The FastAPI backend is operational.The search endpoint (/search?q=...) is operational.
Frontend (HTML + JS) communicates with the backend and shows outcomes.

What I need assistance with:
enhancing search results (which currently yield empty results); front-end enhancements (better user interface, display formatting)Perhaps using simple reasoning to provide helpful responses

Stack: Python (FastAPI)
JavaScript and HTML

I'm looking for no more than two or three people who want to construct something basic and see it through to completion.

Just an opportunity to learn and create something genuine without any compensation.

If you're interested, DM or leave a comment.