Synthadoc: Beyond Keyword Search -How Combines BM25 and Vector Search to Build a Smarter Domain Wiki

What is Synthadoc? Synthadoc is an open-source, LLM-powered wiki engine. Point it at your organisation's documents - PDFs, PPTX, spreadsheets, DOCX, images, or web pages - and it builds a persistent, structured knowledge base your team can query, audit, and extend over time. Unlike general-purpose RAG pipelines that retrieve raw chunks at query time and discard results afterwards, Synthadoc compiles knowledge at ingest time into a living wiki that grows smarter and more consistent with every new