Abraham J·Jun 19Scaling RAG Applications in Production: Lessons Beyond the DemoRetrieval-Augmented Generation (RAG) has become one of the most popular patterns for building AI applications. A typical RAG pipeline…
Abraham J·Jun 10Building a Medical Knowledge Assistant with RAG, Azure OpenAI & PineconeTags: RAG Azure OpenAI Pinecone Python Streamlit LangChain Medical AI Vector Database NLP
Abraham J·Jun 5Building a Cross-Platform Audio Transcription & MOM Generator on AzureStack: .NET 8 · Angular 16 · Azure Blob Storage · Azure Speech Batch API v3.2 · Azure OpenAI · Docker · Kubernetes
Abraham J·Jun 3Taming the Multi-Step LLM: Adding Arize Phoenix Observability to a FastAPI ChatbotWhen a user sends a single message to our analytics chatbot, seven LLM calls fire behind the scenes: intent classification, agent…
Abraham J·May 24How I Built an LLM Agent That Auto-Fills Medical Forms from Any Report FormatA real-world walkthrough of GPT-4 function calling, strict prompt engineering, and Flutter — that cut manual data entry by ~80%
