Educational AI chat client: provider abstraction, token compression & state management in ~600 lines Python. Learn robust AI integration patterns.
compression reference optimization chatbot educational multi-model token reference-implementation bot-development api-abstraction chat-interface streamlit ai-assistant llm developer-education claude-ai llm-architecture token-optimization fallback-llm
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Updated
Mar 17, 2026 - Python