README.md

metadata

title: AI Steering
emoji: 🧭
colorFrom: indigo
colorTo: blue
sdk: gradio
sdk_version: 5.9.1
app_file: app.py
pinned: false
license: mit

Core AI Steering Skills

Interactive, fully offline demo of four practical techniques for steering LLM applications — no API key required, no live model calls:

• Reasoning Enhancement — Chain of Thought and Tree of Thoughts prompting
• Context Window Management — conversation buffers that condense instead of forget
• Semantic Guardrails — keyword prefilter (real code) + semantic classification
• Model Routing — a cheap classifier routes requests to the matching model tier

This Space runs in simulated mode: local Python heuristics stand in for the Claude API calls the real ai_steering package makes, so you can explore the mechanics of each skill for free. The guardrail keyword prefilter is the actual production code, since it's designed to never need a model call.

Source: https://github.com/aabhimittal/ai-steering — the GitHub package is fully Claude/Anthropic-backed; set ANTHROPIC_API_KEY and run examples/*.py locally to see live model output.