menu
techminis

A naukri.com initiative

google-web-stories
Home

>

Programming News

>

Getting St...
source image

Self-Learning-Java

7d

read

149

img
dot

Getting Started with LangChain4j and Ollama: A Step-by-Step Guide

  • LangChain4j is a Java-centric tool for building LLM-powered applications, akin to LangChain in Python.
  • Ollama is a local LLM runtime to run models like LLaMA2 or Mistral on your machine via HTTP.
  • The guide covers setting up a Java project with LangChain4j, integrating it with Ollama, and utilizing LLMs.
  • Prerequisites include setting up Ollama and pulling the llama3.2 model.
  • Step-by-step instructions involve creating a Maven project, updating pom.xml, and defining a HelloWorld class.
  • The HelloWorld application sends a prompt to LLaMA3.2 and prints the response in the console.
  • OllamaLanguageModel builder specifies the Ollama model integration details in Java code.
  • Important details like baseUrl and modelName are set for interacting with the Ollama model.
  • A prompt is defined to inquire about Interesting Facts about LLMs in a concise manner.
  • The process generates a Response object including generated content, token usage, finish reason, and metadata.

Read Full Article

like

8 Likes

For uninterrupted reading, download the app