Easy RAG: Chat With YOUR Data! Quarkus, LangChain4j, Ollama (Pt.1)

Easy RAG lets you Chat With YOUR Data! Learn how with ☕️ Quarkus, 🦜️ LangChain4j, & 🦙️ Ollama in Part 1 of this series. Build powerful AI applications locally!

🌟️ SUBSCRIBE ➡️️    / @cchacin  

Ever wanted to build AI that understands your specific documents, knowledge bases, or information? Retrieval Augmented Generation (RAG) is the key, and in this series, I'll show you how to implement it the EASY way. Forget complex setups! We're diving into:

☕️ Quarkus: For building blazingly fast, low-memory Java applications.
🦜️ LangChain4j: To simplify AI orchestration and connect all the pieces seamlessly.
🦙️ Ollama: For running powerful Large Language Models (LLMs) like Llama 3 or Mistral right on your own machine, ensuring privacy and control.

In Part 1, we'll cover:

Understanding the core concepts of RAG.
Setting up your development environment with Quarkus, LangChain4j, and Ollama.
Building the foundational components to ingest and index your data.
Taking the first steps to query your data using an LLM!

This series is perfect for Java developers looking to explore the exciting world of Generative AI and build practical, private AI solutions. No PhD in AI required – just your Java skills and a willingness to learn!

👍 If you're excited to build your own RAG system and Chat With YOUR Data, hit that Like button, subscribe, and ring the bell 🔔 so you don't miss Part 2!
💬 Questions? Ideas for future parts? Drop them in the comments below!

📺️ VIDEOS TO WATCH NEXT:

   • Unlock RAG SECRETS! 🚀 Supercharge Quarkus,...  

🔖️ RESOURCES I MENTION IN THE VIDEO:
Part 1:    • Easy RAG: Chat With YOUR Data! Quarkus, La...  
Part 2:    • Unlock RAG SECRETS! 🚀 Supercharge Quarkus,...  
Link to code: https://github.com/cchacin/quarkus-ol...

⌛️ TIMELINE:

00:00 Intro
00:17 Ollama
00:40 LangChain4J
01:06 Quarkus
01:16 Quarkus Integration with LangChain4J
01:45 Quarkus Advantages
02:09 Create a Quarkus app
02:30 The Chat Endpoint
02:49 AI Service
03:05 Demo

🫂️ BE MY FRIEND:

Twitter 🐦️:   / carloschacin  

🙆🏼️ WHO AM I:

I'm Carlos, a Software Engineer looking to learn and share! ❤️️

#RAG #Quarkus #LangChain4j #Ollama #Java #AI #GenerativeAI #LLM #LocalAI #Chatbot #TechTutorial #Part1 #JavaDevelopment #ArtificialIntelligence