GraphRAG alternatives

The 12 products closest to GraphRAG in what they do and who they're for, best match first.

LightRAG — It uses a dual-layer architecture to reduce LLM calls and retrieval latency. (Research, Free)
AI Knowledge Graph — Extracts knowledge from documents and builds interactive, traceable graphs. (Research, Free)
UltraRAG — Build complex RAG workflows using modular MCP components and YAML configuration. (Research, Free)
LLM Graph Builder — It constructs Neo4j graphs directly from unstructured data sources using LLMs. (Research, Free)
GLiNER — Enables zero-shot entity extraction without labeled training data on consumer CPUs. (Code, Free)
FlashRAG — It provides pre-processed benchmark datasets and pre-implemented algorithms. (Research, Free)
WeKnora — Combines RAG, multi-step agents, and automatic Wiki generation in one platform. (Research, Free)
Hyper-Extract — Extracts complex knowledge graphs and hypergraphs from documents with one command. (Research, Free)
DeepKE — It supports multi-modal, few-shot, and document-level extraction scenarios. (Research, Free)
LEANN — Efficiently index millions of documents locally with 97% storage savings. (Research, Free)
LLM Wiki Research — Compiles parallel agent research into source-backed markdown knowledge bases. (Research, Free)
llmware — Build private, local RAG pipelines with 300+ prepackaged models and integrated document parsing. (Code, Free)