Build knowledge agents without embeddings
https://vercel.com/blog/build-knowledge-agents-without-embeddings
Open source file-system and knowledge based agent template. Build AI agents that stay up to date with your knowledge base. Grep, find, and cat across your sources, no embeddings, no vector DB.