LightRAG vs langflow

A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.

LightRAGlangflow
TaglineLightRAG: Simple and Fast Retrieval-Augmented GenerationLangflow is a powerful platform for building and deploying AI-powered agents and workflows.
Stars37k151k
Forks5.3k9.5k
Open issues225977
LanguagePythonPython
LicenseMITMIT
Last pushedJul 7, 2026Jul 7, 2026
CategoriesLLM FrameworksEvaluation & Observability, AI Agents, Data & Retrieval

LightRAG

[EMNLP2025] LightRAG is a simple and fast tool for retrieval-augmented generation, aimed at enhancing the performance of large language models through knowledge graph integration.

Python

langflow

A tool that offers a visual interface to create custom AI-powered services, integrating support for major language models (LLMs) and vector databases. It also provides multi-agent orchestration capabilities and observability.

Python