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1. shodh-memory shodh-memory Public

   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.

   Rust 290 41

2. shodhRAG shodhRAG Public

   Local-first AI assistant with RAG — built with Rust, Tauri, and LanceDB

   Rust 7

3. mif-spec mif-spec Public

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

   Python 5

4. shodh-redb shodh-redb Public

   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.

   Rust 6 4

5. Roshera-CAD Roshera-CAD Public

   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 verif…

   Rust 5

6. Saryu-RNN Saryu-RNN Public

   Saryu: a recurrent language model whose state is moved by input-dependent Householder reflections. Open architecture research from India — constant memory per token, an exact parallel kernel, and t…

   Python 1