Social Good
Tenant Rights Helper
Ask a housing question and get local rules with sources and a letter template
Intermediate14h1–2
EmbeddingsLLMChroma
17/20Benefit Eligibility Finder
Finds government schemes a family may qualify for.
Intermediate24h1–3 people16/20 fit
Build Benefit Eligibility Finder for low-income families and social workers in ~24h with 1–3 people. Stack: Next.js + RAG + LLM.
Why it wins: Direct help for real people, with sources.
Build flow
01 · Problem
People miss benefits because rules are buried in long documents.
02 · Solution
A short questionnaire matched against scheme rules retrieved from official documents, with source links.
03 · Build
- 1Collect official docs
- 2Chunk + embed rules
- 3Match answers
- 4Results with sources
04 · Demo
Answer 6 questions → 3 matched schemes with official source links.
MVP checklist
- Simple questionnaire
- Rule retrieval
- Matched schemes
- Official source links
Tech stack
| Tech | Role | |
|---|---|---|
| Next.js | Frontend + API routes | Web |
| RAG | Retrieval over your docs | AI |
| LLM | Language model | AI |
Related ideas
More Social GoodSocial Good
Civic Issue Reporter
Reports potholes and broken lights with photo and location
Intermediate24h2–3Next.jsVision LLMLeaflet16/20Social Good
Voice-First Government Form Filler
Fill government forms by answering spoken questions in your language
Intermediate16h2–3WhisperLLMNext.js17/20