RAG 22
- Pepper & Carrot AI-powered flipbook · Part 20 — Rebuilding the Red-Teamer on LangGraph Deep Agents: Same Rules, a Batteries-Included Harness
- Pepper & Carrot AI-powered flipbook · Part 19 — Agentic Red-Teaming: How an AI Agent Hunts Prompt Injection, Hallucination, and Spoiler Leaks
- Pepper & Carrot AI-powered flipbook · Part 18 — Evaluating a RAG App: An Agentic LLM-as-Judge Evaluator over MCP
- Pepper & Carrot AI-powered flipbook · Part 17 — Building an MCP Server: Wrapping an App in Two Tools Claude Can Call
- Pepper & Carrot AI-powered flipbook · Part 16 — Deploying an LLM App Without a GPU: A Managed-API Stack on Anthropic + Voyage
- Pepper & Carrot AI-powered flipbook · Part 15 — Containerize and Deploy: Shipping to Fly.io + Cloudflare Pages, Then Verifying
- Pepper & Carrot AI-powered flipbook · Part 14 — Provisioning the Cloud: Taking an AI App to Production on Modal, Neon, and R2
- Pepper & Carrot AI-powered flipbook · Part 13 — Visualizing a Knowledge Graph: A React-Flow Overlay and Summary-First Wiki
- Pepper & Carrot AI-powered flipbook · Part 12 — Building a Knowledge Graph with an LLM: Entity Extraction and a Spoiler-Safe API
- Pepper & Carrot AI-powered flipbook · Part 11 — Making Small LLMs Behave: Prompt Hardening, Wiki Mode, and Concise Answers
- Pepper & Carrot AI-powered flipbook · Part 10 — Streaming LLM Chat in the Browser: SSE, React, and Schema-Constrained Suggestions
- Pepper & Carrot AI-powered flipbook · Part 9 — Spoiler-Safe RAG: Secure Retrieval That Doesn't Trust the Prompt
- Pepper & Carrot AI-powered flipbook · Part 8 — A React Flipbook in the Browser: StPageFlip and a Page-Turn UI
- Pepper & Carrot AI-powered flipbook · Part 7 — Building a Typed REST API: From Database to JSON
- Pepper & Carrot AI-powered flipbook · Part 6 — Building an Embeddings Ingestion Pipeline: From Page JSONs to Postgres + Chroma
- Pepper & Carrot AI-powered flipbook · Part 5 — Claude Skills as a Vision Provider: Ingesting a Comic by Reading It
- Pepper & Carrot AI-powered flipbook · Part 4 — LLM Provider Abstractions: Why Every External Service Hides Behind an Interface
- Pepper & Carrot AI-powered flipbook · Part 3 — Designing the Postgres Data Model: Ten Tables, One Migration, Zero Surprises
- Pepper & Carrot AI-powered flipbook · Part 2 — Setting Up a Local AI Dev Stack: Postgres, Ollama, and a Project That Type-Checks
- Pepper & Carrot AI-powered flipbook · Part 1 — Chunking a Webcomic for RAG: When Your Chunks Are Comic Pages (Series Trailer)
- Contextual Retrieval for Photo Albums: When Your 'Chunks' Are Pictures
- Food QnA Chatbot: Help Answer Food Related Questions from Your Own Cookbook