Compress images, long prompts, conversations, and RAG documents locally
via Ollama before consuming LLM tokens. Reduces token usage by ~80%
on images and ~85% on text. Use proactively when:
the user uploads images, processes long context, works with multiple
RAG sources, or when approaching token limits.
2026-07-15