AGENTS.md@Reference/LightRAG agentsA
AGENTS.md@Reference/LightRAG is agent-read markdown (agents) from yuezhiai/jonex.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Repository Guidelines LightRAG is an advanced Retrieval-Augmented Generation (RAG) framework designed to enhance information retrieval and generation through graph-based knowledge representation. ## Project Structure & Module Organization - `lightrag/`: Core Python package with orchestrators (`lightrag/lightrag.py`), storage adapters in `kg/`, LLM bindings in `llm/`, and helpers such as `operate.py` and `utils_*.py`. - `lightrag-api/`: FastAPI service (`lightrag_server.py`) with routers under `routers/` and Gunicorn launcher `run_with_gunicorn.py`. - `lightrag_webui/`: React 19 + TypeScript client driven by Bun + Vite; UI components live in `src/`. - `scripts/setup/`: Interactive environment setup wizard. `setup.sh` orchestrates staged `--base` / `--storage` / `--server` / validation flows, `lib/` holds prompt/validation/file helpers, and `templates/*.yml` contains compose fragments for bundled services. - Tests live in `tests/` and root-level `test_*.py`. Working datasets stay in `inputs/`, `rag_storage/`, `temp/`; deployment collateral lives in `docs/`, `k8s-deploy/`, and `docker-compose.yml`. …
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How to install
mdr add yuezhiai/jonex/Reference/LightRAG/AGENTS.md@git:20260719.0682461mdr add yuezhiai/jonex/Reference/LightRAG/AGENTS.md@sha256:decfd2102cfa97daPin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_r24tpompacrrzd2p)
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Audit of the latest version
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Source
yuezhiai/jonex · 1,168 stars · license NOASSERTION · pushed 2026-09-22 · branch mian
API
GET https://markdownregistry.com/api/v1/artifacts/art_r24tpompacrrzd2p GET https://markdownregistry.com/api/v1/resolve?ref=yuezhiai/jonex/Reference/LightRAG/AGENTS.md GET https://markdownregistry.com/api/v1/blob/decfd2102cfa97daca2b1898f44c2c37ec2f8b07a3334574ad68a2ec51f76033
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