SAG

Self-hosted knowledge base app built on a novel SAG retrieval architecture, beating GraphRAG on benchmarks.

Desktopfreeglobal

A local-first, self-hosted knowledge base application that parses uploaded documents into chunks, extracts events and entities, and uses an event-entity indexing plus query-time dynamic hyperedges retrieval architecture. It helps make scattered documents searchable, connected, and traceable to source passages, offering per-source/global search, an inspectable knowledge graph, cited multi-turn chat, and API access; available as a signed desktop app for macOS/Windows or deployable via Docker and requiring an OpenAI-compatible LLM/embedding endpoint. Intended for individuals and small teams building a personal RAG-style knowledge base and maintained with a visible GitHub presence.

Website

Full match profile

Behind the summary, Matchbox keeps a richer profile of SAG - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

Claim SAG to unlock →

Try Matchbox with your own problem

Describe what is not working - we’ll show you whether SAG (or something else) actually fits.

Try a problem