A practical workflow for using large language models (LLMs) to improve critical thinking shifts from summary prompts to a 'Socratic AI' approach that forces critique, according to a guide on promptcub…
A developer built a fully local hybrid RAG (Retrieval-Augmented Generation) application that answers questions from PDF documents and politely declines out-of-scope queries, using a React UI, FastAPI …
A developer built a Flutter AI lecture video creator using local Ollama and FFmpeg, cutting cloud API costs by 80%. The system tackles three major synchronization challenges by generating segmented au…
A developer built a local RAG pipeline using Ollama, ChromaDB, and TinyLlama for private PDF Q&A, then exposed it as an MCP server so Cursor IDE can query documents directly. The project uses sentence…
A developer built a local-first movie recommendation system using a Corrective-RAG pipeline that runs entirely on Ollama. The system employs query expansion at ingestion time rather than query time, g…