This article presents a robust solution architecture that incorporates LangChain, LangGraph, LangSmith, a GenAI operating system (OS), an agent framework, retrieval-augmented generation (RAG ...

Learn how to combine Google's latest Gemini Pro AI model with the Langchain framework to create a mini Retrieval-Augmented Generation (RAG) ...

Instead, the RAG pipeline is suggested as a more efficient method to automatically retrieve and insert relevant context from a large knowledge base. This process is made possible through the use ...

In this project, I built an agentic RAG pipeline entirely from scratch, without using frameworks like LangChain or LlamaIndex. This approach allowed me to clearly understand the core concepts of RAG ...