Build Generative AI App Jetpack Compose, Langchain4j Ollama

Build Generative AI App Jetpack Compose, Langchain4j &Ollama, available at $19.99, with 33 lectures, and has 5 subscribers.

You will learn about Develop AI powered application using Jetpack Compose Integrate Langchain4j Application in Java or Kotlin System Complete project based approach – End to End AI Application entirely in Kotlin On device LLM running using Ollama Build 6 AI application using Jetpack Compose, Langchain4j and Ollama using Kotlin Use LangChain components to build complex text generation App Build your own chat-with-a-PDF or chat-with-article application How to use LangChain4j + Ollama to Build LLM-Powered Applications. How to use Chroma-db with JVM based environment for Langchain4j Creating Chains in Langchain4j and AI Service in Langchain4j This course is ideal for individuals who are Kotlin Developers Looking to Upskill : Developers proficient in Kotlin who want to expand their skills into AI and app development with new tools and frameworks. or Mobile App Developers : Experienced developers looking to enhance their skill set by incorporating generative AI into their Kotlin-based mobile applications. or AI Enthusiasts and Hobbyists : Individuals passionate about artificial intelligence who want to experiment with building AI-powered applications with Kotlin Programming Language or Software Engineers Exploring AI Integration : Engineers with a background in software development who are interested in applying generative AI to enhance existing applications. It is particularly useful for Kotlin Developers Looking to Upskill : Developers proficient in Kotlin who want to expand their skills into AI and app development with new tools and frameworks. or Mobile App Developers : Experienced developers looking to enhance their skill set by incorporating generative AI into their Kotlin-based mobile applications. or AI Enthusiasts and Hobbyists : Individuals passionate about artificial intelligence who want to experiment with building AI-powered applications with Kotlin Programming Language or Software Engineers Exploring AI Integration : Engineers with a background in software development who are interested in applying generative AI to enhance existing applications.

Enroll now: Build Generative AI App Jetpack Compose, Langchain4j &Ollama

Summary

Title: Build Generative AI App Jetpack Compose, Langchain4j &Ollama

Price: $19.99

Number of Lectures: 33

Number of Published Lectures: 33

Number of Curriculum Items: 33

Number of Published Curriculum Objects: 33

Original Price: $19.99

Quality Status: approved

Status: Live

What You Will Learn

Develop AI powered application using Jetpack Compose

Integrate Langchain4j Application in Java or Kotlin System

Complete project based approach – End to End AI Application entirely in Kotlin

On device LLM running using Ollama

Build 6 AI application using Jetpack Compose, Langchain4j and Ollama using Kotlin

Use LangChain components to build complex text generation App

Build your own chat-with-a-PDF or chat-with-article application

How to use LangChain4j + Ollama to Build LLM-Powered Applications.

How to use Chroma-db with JVM based environment for Langchain4j

Creating Chains in Langchain4j and AI Service in Langchain4j

Who Should Attend

Kotlin Developers Looking to Upskill : Developers proficient in Kotlin who want to expand their skills into AI and app development with new tools and frameworks.

Mobile App Developers : Experienced developers looking to enhance their skill set by incorporating generative AI into their Kotlin-based mobile applications.

AI Enthusiasts and Hobbyists : Individuals passionate about artificial intelligence who want to experiment with building AI-powered applications with Kotlin Programming Language

Software Engineers Exploring AI Integration : Engineers with a background in software development who are interested in applying generative AI to enhance existing applications.

Target Audiences

Kotlin Developers Looking to Upskill : Developers proficient in Kotlin who want to expand their skills into AI and app development with new tools and frameworks.

Mobile App Developers : Experienced developers looking to enhance their skill set by incorporating generative AI into their Kotlin-based mobile applications.

AI Enthusiasts and Hobbyists : Individuals passionate about artificial intelligence who want to experiment with building AI-powered applications with Kotlin Programming Language

Software Engineers Exploring AI Integration : Engineers with a background in software development who are interested in applying generative AI to enhance existing applications.

Discover the power of building AI-powered applications entirely in Kotlin with our comprehensive course on Jetpack Compose, Langchain4j, and Ollama (Local LLM).

Whether you’re a seasoned developer or a newcomer, this course equips you with the skills to harness these cutting-edge technologies and stay relevant in this AI driven industry.

Throughout the course, we focus on practical hands-on learning, guiding you through the creation of six distinct applications leveraging Langchain4j:

1. Hello World AI: Create an AI that greets users dynamically.

2. Rephaser AI: Transform sentences into various tones for easy clipboard use.

3. Unlost AI: Develop an AI to help users remember where they’ve placed their belongings.

4. Text Adventure AI: Construct interactive storytelling experiences using AI.

5. ResumeQnA AI: Utilize AI to summarize resumes and retrieve candidate information interactively.

6. RAG Medium Articles AI: Build a Retrieval-Augmented Generation (RAG) AI for summarizing and querying public Medium articles.

You’ll gain proficiency in Jetpack Compose for designing modern, responsive UIs and harness Langchain4j and Ollama for AI model management and natural language processing tasks. Learn essential Kotlin programming techniques to seamlessly integrate these technologies and optimize performance on local platforms.

Join us to unlock the potential of Kotlin-based AI app development with practical skills and real-world applications in demand today.

Course Curriculum

Chapter 1: Hello World AI: Kickstarting Your Jetpack Compose Desktop Project

Lecture 1: Introduction : What to Expect? Kotlin, Compose, Langchain4j, Ollama!

Lecture 2: Prerequisite: Obtain Ollama and IntelliJ IDE – Essential Setup for Success

Lecture 3: Suggested Video for installing Ollama & IntelliJ

Lecture 4: Lets Begin with Hello: Building a Jetpack Compose Hello World Application

Lecture 5: Setting Up Ollama Bindings with Langchain4j in Kotlin

Lecture 6: Integrating Langchain4j with Jetpack Compose Desktop: Bringing It All Together

Chapter 2: Rephaser AI : Convert a Sentence into Multiple Tones for Clipboard use

Lecture 1: Exploring ChatMessages in Langchain4j

Lecture 2: Creating UI for Rephaser AI using Jetpack Compose Part 1

Lecture 3: Creating UI for Rephaser AI using Jetpack Compose Part 2

Lecture 4: Wiring AI Model with Rephaser UI – Chat Model + Prompt Template in Langchain4j

Lecture 5: Enhanced Integration : Streaming Chat and Text Response Handling

Chapter 3: Unlost AI : Your Memory AI Companion for Remembering Item Locations

Lecture 1: Unlost AI Jetpack Compose Desktop : Part 1 – Creating User List

Lecture 2: Unlost AI Jetpack Compose Desktop: Part 2 – Chat History with Lazy Column

Lecture 3: Unlost AI Jetpack Compose Desktop: Part 3 – Adding ViewModel and Logic for Chat

Lecture 4: Unlost AI Langchain4j : Part 1 – Adding Chat Model & Chat Memory Introduction

Lecture 5: Unlost AI Langchain4j : Part 2 – Adding Chat Memory & Streaming Chat Model

Lecture 6: Unlost AI Langchain4j: Part 3 – Persistent Chat Memory with MapDB

Lecture 7: Unlost AI Langchain4j: Part 4 – Memory IDs for Chat Memory

Lecture 8: Unlost AI Langchain4j: Part 5 – Adding User ids as Memory ID

Chapter 4: Text Adventure AI: Create Interactive Stories with AI

Lecture 1: Introduction to Chains: Conversational Chains and Text Adventure AI

Lecture 2: Text Adventure AI Jetpack Compose Desktop : Setting up scaffold

Lecture 3: Text Adventure AI with Langchain4j: Conversational Chains

Lecture 4: Fixing Text Adventure AI Bug: System Message Update

Chapter 5: ResumeQnA AI: Summarizing Resume and Retrieving Candidate Info through Interact

Lecture 1: Introduction to Langchain4j Conversational AI and ResumeQnA Application

Lecture 2: ResumeQnA UI: Jetpack Compose Desktop – Setting Up Scaffold

Lecture 3: ResumeQnA Langchain4j : Conversational Retrieval Chain & Document Parsing

Lecture 4: ResumeQnA Langchain4j: Document Ingestion & App Demo

Lecture 5: Installing Docker for Testcontainer

Lecture 6: ResumeQnA Langchain4j : Integrating Chroma DB for Persistent Embedding Store

Chapter 6: Simple Retrieval-Augmented Generation (RAG) Medium Articles AI

Lecture 1: Langchain4j : Introduction to AI Service and RAG App

Lecture 2: RAG Medium Jetpack Compose Desktop : Setting up scaffold

Lecture 3: RAG Medium Langchain4j : AI Service with simple chat and streaming

Lecture 4: RAG Medium Langchain4j : Jsoup for Website Parsing

Instructors

Chetan Gupta
Senior Software Engineer | Kotlin Expert & Fan-boy

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