Easy-RAG

A RAG system suitable for learning, use, and self-extension.

CommonProductProgrammingRAGRetrieval-Augmented Generation

Easy-RAG is a Retrieval-Augmented Generation (RAG) system that is ideal for learners to understand and master RAG technology, while also being convenient for developers to use and expand independently. This system enhances retrieval efficiency and generation quality by integrating knowledge graph extraction tools, reranking mechanisms, and the FAISS vector database.

Integrates knowledge graph extraction tools to enhance information retrieval capabilities.
Employs reranking technology to reorder retrieval results
improving efficiency.
Introduces the FAISS vector database to optimize vector retrieval performance.
Provides a web interface for user interaction.
Supports self-extension
allowing developers to add new features as needed.
Continuously updates with new functionalities and technologies.

\Easy-RAG is specifically designed for researchers and developers who wish to gain a deeper understanding and application of Retrieval-Augmented Generation (RAG) technology. Whether for academic research or commercial development
this system provides robust support to help users quickly accomplish complex retrieval and generation tasks.\

Researchers use Easy-RAG to retrieve information and generate content in academic papers.
Developers leverage Easy-RAG to build intelligent Q&A systems
enhancing accuracy.
Companies implement Easy-RAG for personalized content recommendations
enriching user experience.

1. Visit the Easy-RAG GitHub page to learn about the project details.
2. Read the README.md file for installation and usage guidelines.
3. Clone or download the project's source code to your local environment.
4. Configure your environment and dependencies according to the installation instructions.
5. Run the system for functional testing and customization.

Visit

Easy-RAG Visit Over Time

Monthly Visits

499904316

Bounce Rate

37.31%

Page per Visit

5.8

Visit Duration

00:06:52

Easy-RAG Visit Trend

Easy-RAG Visit Geography

Easy-RAG Traffic Sources

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