{"repo":"OpenDCAI/DataMind","free":true,"listed":false,"github":"https://github.com/OpenDCAI/DataMind","clone":"git clone https://github.com/OpenDCAI/DataMind.git","description":"All-in-one intelligent assistant powered by LlamaIndex — RAG, GraphRAG, NL2SQL, Skills & Memory with multimodal support.","language":"Python","stars":25,"topics":["data","data-preparation","database","graphrag","memory","rag","skills"],"license":"Apache-2.0","category":"databases-storage","readme_excerpt":"DataMind DataMind is a typed and stateful inference data plane for enterprise agents. It gives an agent one explicit model for reading, composing, and updating the heterogeneous data used during reasoning: documents and knowledge bases, relational tables, knowledge graphs, memory, and executable skills. DataMind 0.7 is a research preview of the complete Core path. It is designed to make every reasoning-data action typed, governed, testable, and replayable before individual algorithms are optimized for DataMind 0.8 and 1.0. Why a data plane? A free-form tool loop decides and acts one call at a time. DataMind instead turns intent into a bounded program that can be inspected before execution: This separation makes the model responsible for proposing a plan, while the Core remains responsible for what is legal, executable, and observable. DataMind 0.7 scope - Typed DataOp and finite-DAG DataPlan contracts. - Five first-class data surfaces: Document/KB, Table/DB, Graph, Memory, Skill. - Deterministic cross-surface Filter , Project , Join , Fuse , and Compose . - Effect lattice and request-scoped permission, approval, scope, snapshot, and budget checks. - Bi-temporal Memory recall plus governed propose/apply mutation semantics. - Snapshot and ChangeSet lifecycle with historical reads. - Execution Trace, protected offline Replay, resolution trace, and append-only outcome recording. - Bounded NL-to- DataPlan compilation and at most one runtime replan. - Fourteen deterministic DataMin","default_branch":null,"files":null,"tree":[],"storefront":"/r/OpenDCAI","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/OpenDCAI/DataMind/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}