Tag: Retrieval

Building Production-Ready LLM Apps With LlamaIndex: Recursive Document Agents for Dynamic Retrieval

Let’s continue our exploration on building production-ready LLM apps with LlamaIndex. This time let’s focus on recursive document agents, developed by LlamaIndex co-founder and CEO Jerry Liu. Recursive Document Agent We explored data agent in our previous article Low-Code...

Building a Retrieval-Augmented Generation (RAG) Chatbot with LangChain, Hugging Face, and AWS

SIn this video, I’ll guide you through the process of creating a Retrieval-Augmented Generation (RAG) chatbot using open-source tools and AWS services, such as LangChain, Hugging Face, FAISS, Amazon SageMaker, and Amazon TextTract. We begin by working with PDF files in the Energy domain...