Offline AI Toolkit — Self-Contained AI Systems Overview Build AI systems that work completely offline — local LLMs via Ollama, embedded vector search with SQLite, knowledge bases from pre-downloaded content, and a PWA interface that runs without connectivity. Ideal for field work, air-gapped environments, or privacy-first deployments. Instructions Step 1: Install Ollama for Local LLMs | Use Case | Model | RAM Needed | |----------|-------|------------| | General Q&A | llama3.1:8b | 8GB | | Quick answers | phi3:mini | 4GB | | Code help | codellama:7b | 8GB | | Embeddings | nomic-embed-text | 2G…