LightRAG
Text generator framework
An open-source software framework for generating text based on retrieval-augmented generation with graph and knowledge graphs
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
12k stars
131 watching
2k forks
Language: Python
last commit: about 1 month ago genaigptgpt-4graphragknowledge-graphlarge-language-modelsllmragretrieval-augmented-generation
Related projects:
| Repository | Description | Stars |
|---|---|---|
 microsoft/graphrag | Enhances large language models with knowledge graph information to improve text reasoning and generation capabilities. | 20,636 |
 marker-inc-korea/autorag | Automates the process of finding and optimizing an effective pipeline for Retrieval-Augmented Generation (RAG) models. | 2,960 |
 tencentarc/gfpgan | An algorithm for restoring damaged or obscured faces in images | 36,009 |
 opengvlab/llama-adapter | An implementation of a method for fine-tuning language models to follow instructions with high efficiency and accuracy | 5,775 |
 lightning-ai/lit-llama | An implementation of a large language model using the nanoGPT architecture | 6,013 |
 modeltc/lightllm | A Python-based framework for serving large language models with low latency and high scalability. | 2,691 |
 lux-org/lux | A Python library that automates data exploration by recommending visualizations and suggesting next steps based on user interest | 5,226 |
 kanaries/pygwalker | A Python library that enables interactive data analysis and visualization using an open-source alternative to Tableau. | 13,533 |
 varunshenoy/graphgpt | Converts unstructured natural language into a visual representation of entities and their relationships. | 4,354 |
 open-mmlab/mmagic | A toolkit for building and experimenting with generative AI models for image and video generation, restoration, enhancement, and other tasks. | 6,986 |
| microsoft/lightgbm | A high-performance gradient boosting framework for machine learning tasks | 16,769 |
 google-ai-edge/mediapipe | A platform providing pre-built machine learning models and APIs for cross-platform deployment on various devices | 27,962 |
 openai/chatgpt-retrieval-plugin | A tool for building custom GPTs with semantic search capabilities using natural language queries to retrieve personal or organizational documents. | 21,093 |
 xingangpan/draggan | An open-source software project implementing a generative adversarial network-based image manipulation model | 35,793 |
 ricklamers/gpt-code-ui | An interactive code generation and execution tool using AI models | 3,567 |