In this tutorial, you’ll learn how to build a local Retrieval-Augmented Generation (RAG) AI agent using Python, leveraging Ollama, LangChain and SingleStore.

SingleStore Blog offers insights, tutorials, and updates on SingleStore, a distributed SQL database used for real-time analytics and data warehousing. Covering topics such as database architecture, performance tuning, and SQL queries, SingleStore Blog provides resources for developers and database administrators. Developers can learn about building scalable and high-performance applications with SingleStore by following their blog.

SingleStore

Learn how to build a local Retrieval-Augmented Generation AI agent using Python, Ollama, LangChain, and SingleStore. This guide provides step-by-step instructions to set up the environment, prepare data, and implement a Q&A system powered by local data and models.

Build a Local AI Agent with Python, Ollama, LangChain and SingleStore

Thanks for the helpful guide on building a local RAG AI agent using Python, Ollama, LangChain, and SingleStore.
I’m interested in following your tutorial, and I’d like to know:
What are the minimum hardware and system requirements (RAM, CPU, GPU, storage) to run this setup smoothly on a local machine?

if i see pricing at the top of the web page, i close it straight away, what is this craigslist?