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🚀 RAG-Factory: Advanced and Easy-Use RAG Pipelines

A factory for building advanced RAG (Retrieval-Augmented Generation) pipelines, including:

  • Standard RAG implementations
  • GraphRAG architectures
  • Multi-modal RAG systems

Features

  • Modular design for easy customization
  • Support for various knowledge graph backends
  • Integration with multiple LLM providers
  • Configurable pipeline components

Installation

pip install -e .

Usage

python main.py --config examples/graphrag/config.yaml

Examples

See the examples/ directory for sample configurations and usage.

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A factory for building advanced RAG pipelines including GraphRAG and Multi-modal RAG

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