Quick tip: How to Build Local LLM Apps with Ollama and SingleStore

Abstract

In an era of heightened data privacy concerns, the development of local Large Language Model (LLM) applications provides an alternative to cloud-based solutions. Ollama offers one solution, enabling LLMs to be downloaded and used locally. In this short article, we'll explore how to use Ollama with LangChain and SingleStore using a Jupyter Notebook.

The notebook file used in this article is available on GitHub.

Introduction

We'll use a Virtual Machine running Ubuntu 22.04.2 as our test environment. An …

applications apps article build cloud cloud-based cloud-based solutions data data privacy development era langchain language large large language model llm llm apps llms local locally ollama privacy privacy concerns singlestoredb solution solutions tip vectordatabase