VectifyAI/PageIndex
Stack:
PythonLLMRAG
Hierarchical document index for 'vectorless' RAG: instead of embeddings and similarity search, the LLM reasons over a tree structure to decide which section to open.
Why it's interesting
It challenges the 'RAG = vector database' default: no vector indexing, less infrastructure and more traceable answers over long documents.