Lightrag Python Packages

asset-aware-mcp

Asset-Aware MCP Server — AI Agent precisely accesses tables, figures, sections from PDFs + .docx round-trip editing (DFM) with 46 tools / 13 resources, segmentation export, layout overlay, OCR preprocessing, knowledge graph (LightRAG)

transcendence-memory-server

Self-hosted multimodal RAG cloud memory service — a shared brain for your AI agents. Multi-agent cross-query, LanceDB + LightRAG + RAG-Anything.

nodecanon

Entity resolution for LLM knowledge graphs. Merges duplicate nodes created by chunked extraction; "IBM", "I.B.M.", "International Business Machines" → one canonical node. No API key required.

lightrag-api

Simple LightRAG API client

local-rag-stack

100% local RAG for Obsidian, Zotero, and Claude Code — LightRAG + Ollama + MCP