Frameworks for Building RAG - TOP10 Review
In the article 'Top 10 RAG Frameworks - GitHub Repos', author Sebastian Petrus lists the ten most popular RAG frameworks available on GitHub in 2024. RAG, which stands for Retrieval-Augmented Generation, is rapidly gaining traction in the natural language processing field, combining traditional generation methods with innovative information retrieval techniques. Among the mentioned frameworks are Haystack, LangChain, and LlamaIndex, each offering a variety of functionalities tailored for different applications. The article not only provides a comprehensive list of these frameworks but also includes brief discussions about their unique features and potential use cases. The author emphasizes how these tools can aid developers in creating smarter and more efficient AI-powered applications.