liyin2015 / LightRAGLinks
The PyTorch Library for LLM Applications.
☆15Updated last year
Alternatives and similar repositories for LightRAG
Users that are interested in LightRAG are comparing it to the libraries listed below
Sorting:
- Official code of the paper "SimGRAG: Leveraging Similar Subgraphs for Knowledge Graphs Driven Retrieval-Augmented Generation"☆114Updated 7 months ago
- Deep Research through Multi-Agents, using GraphRAG☆76Updated 8 months ago
- Cerebrum: Agent SDK for AIOS☆73Updated last month
- Official Repo for The Paper "Talk Structurally, Act Hierarchically: A Collaborative Framework for LLM Multi-Agent Systems"☆54Updated 4 months ago
- Official code repository for: DiagrammerGPT: Generating Open-Domain, Open-Platform Diagrams via LLM Planning (COLM 2024)☆143Updated 10 months ago
- 🔎 A deep-dive into HyDE for Advanced LLM RAG + 💡 Introducing AutoHyDE, a semi-supervised framework to improve the effectiveness, covera…☆32Updated last year
- Official Code for Oᴘᴇɴ-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models (EMNLP Findings 2024)☆129Updated 4 months ago
- ☆50Updated 3 months ago
- Multimodal RAG with PyMuPDF☆36Updated 9 months ago
- CLI that uses DSPy to interact with MCP servers.☆18Updated 4 months ago
- Transform unstructured documents into actionable, structured data with enterprise-grade precision and reliability, ready for large-scale …☆19Updated 2 weeks ago
- RAG example using DSPy, Gradio, FastAPI☆83Updated last year
- ReDel is a toolkit for researchers and developers to build, iterate on, and analyze recursive multi-agent systems. (EMNLP 2024 Demo)☆82Updated 4 months ago
- ☆29Updated last year
- Official homepage for "Self-Harmonized Chain of Thought" (NAACL 2025)☆91Updated 5 months ago
- Example implementation of Iteration of Tought - Gives a star if you like the project☆42Updated 6 months ago
- This template demonstrates how to create a collaborative team of AI agents that work together to process, analyze, and generate insights …☆34Updated 6 months ago
- A framework for high-fidelity retrieval augmented generation in industrial knowledge bases. Integrates jargon identification, context rec…☆33Updated 11 months ago
- Lighter, cheaper and faster RAG toolkit (Graph RAG) supported by TargetPilot☆47Updated last month
- SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning☆61Updated last week
- CAMEL framework-based multi-agent system for task-driven and dynamic environments☆99Updated last year
- The long-term memory for your Superagents 🥷and LLMs 🤖. Built with GraphRAG, Knowledge graphs and autonomous ai agents☆62Updated 5 months ago
- The Library for LLM-based multi-agent applications☆84Updated last month
- A list of AI memory projects☆174Updated 6 months ago
- GPT-4 Level Conversational QA Trained In a Few Hours☆63Updated 10 months ago
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆185Updated last year
- RAGLight is a lightweight and modular Python library for implementing Retrieval-Augmented Generation (RAG), Agentic RAG and RAT (Retrieva…☆25Updated 3 months ago
- ☆96Updated 10 months ago
- I have explained how to create superior RAG pipeline for complex pdfs using LlamaParse. We can extract text and tables from pdf and QA on…☆46Updated last year
- Source code and utilities for the Genesys distributed language model architecture discovery system.☆41Updated 2 weeks ago