kirouane AyoubinGoPenAIBuilding LLM Agents from Scratch (Part 2) : A Conversational Search Agent with OllamaIn the first part of this series, we explored a basic reactive agent built with Ollama. Now, in this second installment, we delve deeper…2d ago2d ago
kirouane AyoubinInfinitGraphBuilding a robust GraphRAG System for a specific use case -Part Three -Sep 14Sep 14
kirouane AyoubinInfinitGraphBuilding a robust GraphRAG System for a specific use case -Part Two-Part Two: The Fine-Tuning ProcessSep 11Sep 11
kirouane AyoubinInfinitGraphBuilding a robust GraphRAG System for a specific use case -Part one -Part One: Preparing a Custom Dataset for Your Graph DatabaseSep 92Sep 92
kirouane AyoubinGoPenAIBuilding LLM Agents from Scratch (Part 1) : How to Build a Simple Reasoning and Acting Agent from…This blog post kicks off a series dedicated to building AI agents from the ground up. In this first installment, we’ll explore a basic…Sep 3Sep 3
kirouane AyoubinGoPenAIBuilding a Simple Retrieval-Augmented Generation (RAG) Apps with NVIDIA NIM APIRetrieval-Augmented Generation (RAG) has emerged as a powerful approach for enhancing AI applications, particularly in contexts where…Aug 30Aug 30
kirouane AyoubinGoPenAIMicrosoft GraphRAG and Ollama: Code Your Way to Smarter Question AnsweringTraditional RAG methods, which primarily rely on semantic similarity search, often fall short when faced with complex questions that…Aug 29Aug 29
kirouane AyoubSimple Chunking Strategies for RAG Applications (Part 1)When building a RAG (Retrieval-Augmented Generation) system, chunking text into manageable segments is a crucial step. Chunking not only…Aug 27Aug 27
kirouane AyoubinGoPenAISimple Ways to Parse PDFs for Better RAG SystemsIn Retrieval-Augmented Generation (RAG) systems, the quality of the output is intricately linked to the quality of the input data…Aug 241Aug 241
kirouane AyoubinGoPenAIExploring Bits-and-Bytes, AWQ, GPTQ, EXL2, and GGUF Quantization Techniques with Practical Examples1. Bits-and-Bytes QuantizationAug 22Aug 22