masterFoad/NanoSage

Implements Monte Carlo-driven recursive search with branching subqueries, guided by relevance scoring to balance exploration depth. Combines local document retrieval with Tavily's academic search API, using a hybrid embedding system where SigLIP/CLIP handles vision content (PDFs, images) and all-MiniLM processes text, ensuring consistent 384D embeddings across content types. Generates structured Markdown reports with a Table of Contents tracking the search graph, powered by Ollama's Gemma 2B for RAG-based summarization.

261 stars.