Tagged: Rag
5 posts
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 rented GPU. Break-even math, latency, and the hybrid most teams ship.
Pinecone vs RunPod: Different Layers, One Decision Table (2026)
Pinecone and RunPod do not compete: vector DB vs GPU inference. Break-even math, real monthly costs, and a decision table for your RAG stack.
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.