TypeScript · NestJS · Next.js 15
AskLK: Bilingual AI Assistant with RAG, Agents and MCP
An assistant a Sri Lankan clinic, school or company can point at its own documents. I wanted it to say "I don't know" rather than guess, so retrieval is hybrid (pgvector plus Postgres full-text, merged with Reciprocal Rank Fusion), every answer cites its sources, the agent waits for a human before any write, and an MCP server lets Claude Code search the same documents.
- TypeScript
- NestJS
- Next.js 15
- React 19
- PostgreSQL
- pgvector
- Prisma
- Redis
