Another fun app powered by Groq!
Reranked RAG over My Personal Website! 🚀 I've developed a Streamlit app that showcases the power of Retrieval-Augmented Generation (RAG) with reranking. This system can answer questions about me and my work by intelligently parsing the content of my personal website. 🔍 Key Features: • Web scraping for automatic content extraction • RAG system implemented with LangChain • Cohere Rerank for enhanced retrieval precision • Groq's LLM for generating human-like responses • FAISS for efficient vector similarity search By adding reranking, it enables more accurate and context-aware information retrieval, potentially improving user experiences in various domains from customer support to personalized learning platforms. Try it out: https://lnkd.in/gJ_QqnzJ #AI #MachineLearning #NLP #RAG #LLM #DataEngineering Curious about the implementation details or want to discuss AI applications? Let's connect!