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README.md

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+# ai-reviewer
+
+Local-LLM Git diff reviewer that runs against Ollama.
+
+## Requirements
+- Python 3.12
+- Ollama running locally (default http://localhost:11434)
+- Model pulled: qwen2.5-coder:7b
+
+## Quickstart
+Setup and run:
+- make setup
+- make run
+
+Review a diff:
+- ai-reviewer review --repo /work --base main --head HEAD --format markdown --out /work/review.md
+
+Print a diff:
+- ai-reviewer diff --repo /work --base main --head HEAD
+
+## Docker
+Build and run:
+- make docker-build
+- make docker-run
+
+## Environment
+- OLLAMA_HOST (default http://localhost:11434)