Varun Sharma

Local, LLM-free memory for AI agents. A single offline Rust binary — deterministic and auditable — that learns from use, forgets the irrelevant, and strengthens what matters. No cloud, no API keys.

Private document intelligence for teams: ask questions across your folders and get answers cited to the exact page. Local-first desktop app in Rust + Tauri + LanceDB.

Multi-modal embedded database in pure Rust -- native vector search, blob store, TTL, merge operators, CDC, time-travel, flash storage backend. no_std. Fork of redb.

Agent-native geometry kernel: a Rust B-Rep engine where every operation returns a validity certificate — nine structural invariants, computed under the write lock, failing closed. Outside its verified envelope it refuses with a typed error rather than approximating. The kernel cannot lie.

MIF — Memory Interchange Format. A vendor-neutral JSON schema for portable AI agent memories. Convert between mem0, CrewAI, LangChain, and more.

Shodh RAG - Production RAG on Your Laptop | Privacy-first document intelligence