Reliable RAG on Complex financial data using vLACQ stackImagine a system that doesn’t just retrieve information but truly understands it — reading tables, interpreting visuals, extracting…21h ago21h ago
🌟 My 150th Blog: A Journey Through Code, Curiosity, and Continuous LearningThis is my 150th blog post — and for once, I decided not to talk about technology, code, or architectures. Instead, I want to pause… and…Nov 2A response icon1Nov 2A response icon1
Published inTowards DevDesigning a Self-Serve Load Test Agent for Modern SystemsIn this article, we’ll explore how to build an intelligent Load Test Agent that can automatically run performance tests, analyse results…Oct 18Oct 18
Published inStackademicAdvanced Agentic RAG Workflow with Relevance LoopEvery question deserves the right context. This workflow takes a user’s query, reframes it, tests it against knowledge, critiques…Oct 1A response icon1Oct 1A response icon1
Published inStackademicAI-Native Agile: Generating and Retrieving Stories & Tests by Meaning (Part-1)If you’ve ever had to manually break down initiatives and epics into meaningful user stories and test cases, you know how tedious and…Aug 27Aug 27
Published inStackademicBeyond Embeddings: How Metadata Supercharges Vector Store Search using QdrantThe ArchitectureAug 21Aug 21
Published inTowards DevSelf Hosting Openai’s gpt-oss-20b for a production scale applicationEver wondered what it takes to run a 20B-parameter OpenAI model entirely on your own infrastructure — and actually make it handle…Aug 6A response icon8Aug 6A response icon8
Published inTowards DevHierarchical Reranking Unleashed: A Step-by-Step Implementation of Enhanced RAGIn Retrieval-Augmented Generation (RAG), The most toughest part is answer relevance and hallucinations. Conventional RAG systems often rely…Jul 31A response icon1Jul 31A response icon1
Published inStackademicConversational AI with Contextual Recall: Graph & Semantic Store Implementations UnveiledEver wondered why some conversations stick with us, while others fade away? As I delved deeper into making AI conversations more…Jul 25Jul 25
Published inTowards DevInside LlamaIndex v1.0 Workflows: Orchestrating RAG with Human-in-the-Loop Workflows as MCP.This blog is a comprehensive exploration of building sophisticated Retrieval-Augmented Generation (RAG) workflows enhanced by…Jul 6Jul 6
