Nebo-Techn/MamaCareAI-PT26

A trustworthy Swahili conversational AI for maternal and newborn health. # MamaCare AI MamaCare AI is a Swahili conversational AI project focused on providing natural, accessible, and trustworthy maternal and newborn health information via a Telegram bot, grounded in vetted, reputable health sources. > MamaCare AI is an educational and technical project. It does not replace > qualified medical professionals or emergency medical care. ## Repository layout ``` data/ Source register + the pipeline stages that turn vetted sources into machine-usable knowledge (see data/*/README.md) backend/ modules/ pipeline/ collect (web/PDF) → detect language → translate to Swahili → human review → publish. Feeds knowledge/. ingestion/ absorbed into pipeline/ — see its README knowledge/ chunk & embed approved Swahili content storage/ vector store + runtime relational data access rag/ retrieval + grounded generation safety/ disclaimers, emergency detection, scope refusal, logging api/ FastAPI routers (/chat, /health) media/ OUT OF SCOPE for the 8-week MVP — see its README bot/ the Telegram bot — the actual user-facing product core/ config loading, LLM client wrapper config/ environment settings (.env, never committed) shared/ cross-cutting utilities tests/ automated tests (required for every module change) alembic/ DB migrations, only if/when needed eval/ evaluation harness: test questions + dated reports docs/ architecture, team, collaboration, and the 8-week program logbooks/ each trainee's weekly work log ``` Start here, in order: - docs/TEAM.md (who's building this and how tracks get assigned) - docs/ARCHITECTURE.md (how the pieces fit together and why) - CONTRIBUTING.md (the day-to-day workflow: branches, PRs, Definition of Done) - docs/COLLABORATION.md (how four people build this independently without colliding). - docs/INTERNSHIP_PROGRAM.md has the full 8-week plan - docs/DECISIONS.md is the running log of …