Blog

Stories, decisions, and insights from building FlowRAG.

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Why We Built FlowRAG

We needed RAG for TypeScript projects without the complexity of Python servers. Here's why we built our own.

TypeScript vs Python for RAG

Most RAG libraries are Python-only. We think TypeScript deserves better. Here's our case.

Knowledge Graphs: The Missing Piece in RAG

Vector search alone isn't enough. Knowledge graphs add the connections that make RAG actually useful.