Tagged: Rag
7 posts
Knowledge Graph Evaluation: Scoring 12 Real Decisions
Knowledge graph evaluation usually measures retrieval. Scoring 12 real decisions against the answer you would have reached anyway shows more.
AI Solution Shape: Decide What to Build Before You Build It
Most AI projects pick the shape first and justify it later. Describe your situation in a few sentences and see which shape actually fits: automation, search, an AI-assisted workflow, a copilot, or agents. Runs in your browser.
Agent Memory From Your Task Manager: CLI + MCP, No Vector DB
Turn your task manager into agent memory: an adapter-not-migration CLI and MCP server with hybrid RRF retrieval over TickTick or an Obsidian vault.
Pinecone vs RunPod for Vector Search: Managed vs Self-Hosted (2026)
Pinecone vs RunPod for vector search: managed serverless against self-hosted Qdrant on a rented pod. Sep 2026 prices, break-even, residency.
Pinecone vs RunPod: They're Not Competitors (2026)
Pinecone vs RunPod: a vector database and a GPU cloud, not rivals. Sep 2026 prices, EU regions, and when Qdrant on RunPod replaces Pinecone.
Qdrant vs Pinecone vs Weaviate: Production Vector DB Comparison 2026
Qdrant vs Pinecone vs Weaviate compared on filtering, hybrid search, quantization, and cost. Opinionated verdict for self-hosted and managed RAG. Download the free AI Automation Checklist.
RAG Pipeline Tutorial: Build a Production Document Q&A System with Qdrant and Claude
End-to-end RAG pipeline tutorial. Qdrant + Claude Sonnet 4.6 + local embeddings. Real code for chunking, retrieval, augmentation, and citation-grounded answers. Download the free AI Automation Checklist.