RAG 21

• Pepper & Carrot AI-powered flipbook · Part 19 — Agentic Red-Teaming: How an AI Agent Hunts Prompt Injection, Hallucination, and Spoiler Leaks Jun 9, 2026
• Pepper & Carrot AI-powered flipbook · Part 18 — Evaluating a RAG App: An Agentic LLM-as-Judge Evaluator over MCP Jun 6, 2026
• Pepper & Carrot AI-powered flipbook · Part 17 — Building an MCP Server: Wrapping an App in Two Tools Claude Can Call Jun 6, 2026
• Pepper & Carrot AI-powered flipbook · Part 16 — Deploying an LLM App Without a GPU: A Managed-API Stack on Anthropic + Voyage Jun 1, 2026
• Pepper & Carrot AI-powered flipbook · Part 15 — Containerize and Deploy: Shipping to Fly.io + Cloudflare Pages, Then Verifying Jun 1, 2026
• Pepper & Carrot AI-powered flipbook · Part 14 — Provisioning the Cloud: Taking an AI App to Production on Modal, Neon, and R2 May 31, 2026
• Pepper & Carrot AI-powered flipbook · Part 13 — Visualizing a Knowledge Graph: A React-Flow Overlay and Summary-First Wiki May 31, 2026
• Pepper & Carrot AI-powered flipbook · Part 12 — Building a Knowledge Graph with an LLM: Entity Extraction and a Spoiler-Safe API May 30, 2026
• Pepper & Carrot AI-powered flipbook · Part 11 — Making Small LLMs Behave: Prompt Hardening, Wiki Mode, and Concise Answers May 30, 2026
• Pepper & Carrot AI-powered flipbook · Part 10 — Streaming LLM Chat in the Browser: SSE, React, and Schema-Constrained Suggestions May 26, 2026
• Pepper & Carrot AI-powered flipbook · Part 9 — Spoiler-Safe RAG: Secure Retrieval That Doesn't Trust the Prompt May 25, 2026
• Pepper & Carrot AI-powered flipbook · Part 8 — A React Flipbook in the Browser: StPageFlip and a Page-Turn UI May 24, 2026
• Pepper & Carrot AI-powered flipbook · Part 7 — Building a Typed REST API: From Database to JSON May 23, 2026
• Pepper & Carrot AI-powered flipbook · Part 6 — Building an Embeddings Ingestion Pipeline: From Page JSONs to Postgres + Chroma May 17, 2026
• Pepper & Carrot AI-powered flipbook · Part 5 — Claude Skills as a Vision Provider: Ingesting a Comic by Reading It May 16, 2026
• Pepper & Carrot AI-powered flipbook · Part 4 — LLM Provider Abstractions: Why Every External Service Hides Behind an Interface May 13, 2026
• Pepper & Carrot AI-powered flipbook · Part 3 — Designing the Postgres Data Model: Ten Tables, One Migration, Zero Surprises May 11, 2026
• Pepper & Carrot AI-powered flipbook · Part 2 — Setting Up a Local AI Dev Stack: Postgres, Ollama, and a Project That Type-Checks May 10, 2026
• Pepper & Carrot AI-powered flipbook · Part 1 — Chunking a Webcomic for RAG: When Your Chunks Are Comic Pages (Series Trailer) May 9, 2026
• Contextual Retrieval for Photo Albums: When Your 'Chunks' Are Pictures Apr 5, 2026
• Food QnA Chatbot: Help Answer Food Related Questions from Your Own Cookbook Jul 31, 2023