Speed Up with Caching: lru_cache, caches, and performance
Store function results to avoid recomputation. Turn exponential algorithms into linear ones. Make your code faster with one decorator.
Tutorials
Store function results to avoid recomputation. Turn exponential algorithms into linear ones. Make your code faster with one decorator.
Build live chat applications, real-time dashboards, and instant notifications. Two-way communication between browser and server without HTTP polling.
Store data permanently. Query with SQL. No external database server needed. Perfect for configuration, logs, and application data.
Step through your code, inspect variables, find bugs faster. Replace print() with the professional Python debugger.
Keep your API keys and passwords out of your code. Manage configuration across development, testing, and production. The professional way to handle secrets.
Add types to your Python code. Catch type errors before runtime. Make your code self-documenting and IDE-friendly.