Retrieval-Augmented Generation Archives - A N M Bazlur Rahman https://bazlur.ca/tag/retrieval-augmented-generation/ Java Champion 🏆 Empowering Developers through Speaking 🗣️ Writing ✍️ Mentoring 🤝 & Community Building 🌍 Published Author 📖 Contributing Editor at InfoQ and Foojay.IO Sun, 20 Apr 2025 05:33:29 +0000 en-US hourly 1 https://wordpress.org/?v=6.8 https://i0.wp.com/bazlur.ca/wp-content/uploads/2022/07/cropped-klara-and-sun.jpeg?fit=32%2C32&ssl=1 Retrieval-Augmented Generation Archives - A N M Bazlur Rahman https://bazlur.ca/tag/retrieval-augmented-generation/ 32 32 207159250 Chat with Your Knowledge Base: A Hands-On Java & LangChain4j Guide https://bazlur.ca/2025/04/18/chat-with-your-knowledge-base-a-hands-on-java-langchain4j-guide/ https://bazlur.ca/2025/04/18/chat-with-your-knowledge-base-a-hands-on-java-langchain4j-guide/#respond Fri, 18 Apr 2025 06:50:00 +0000 https://bazlur.ca/?p=113934 Disclaimer: This article details an experimental project built for learning and demonstration purposes. The implementation described is not intended as a production-grade solution. Some parts of the code were generated using JetBrains’ AI Agent, Junie. Large Language Models (LLMs) like GPT-4, Llama, and Gemini have revolutionized how we interact with information. However, their knowledge is ... Read more

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]]> https://bazlur.ca/2025/04/18/chat-with-your-knowledge-base-a-hands-on-java-langchain4j-guide/feed/ 0 113934 Building FormPilot: My Journey Creating an AI-Powered Form Filler with RAG, LangChain4j, and Ollama https://bazlur.ca/2025/04/06/building-formpilot-my-journey-creating-an-ai-powered-form-filler-with-rag-langchain4j-and-ollama/ https://bazlur.ca/2025/04/06/building-formpilot-my-journey-creating-an-ai-powered-form-filler-with-rag-langchain4j-and-ollama/#respond Sun, 06 Apr 2025 23:14:15 +0000 https://bazlur.ca/?p=113911 Disclaimer: This article details an experimental project built for learning and demonstration purposes. The implementation described is not intended as production-grade solution. Some parts of the code were generated using JetBrains’ AI Agent, Junie. Have you ever found yourself filling out the same information on web forms over and over again? Name, email, address, phone ... Read more

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]]> https://bazlur.ca/2025/04/06/building-formpilot-my-journey-creating-an-ai-powered-form-filler-with-rag-langchain4j-and-ollama/feed/ 0 113911