RT Avi Chawla (@_avichawla)uv is incredibly fast.- Creating virtual envs. with uv is ~80x faster than python -m venv.- Package installation is 4-12x faster without caching, and ~100x with caching.Here's how to use uv for Python package management (with code): https://t.co/Gyz8T3ovn4 ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs. https://t.co/IEp7s3JaPtAvi Chawla (@_avichawla):uv is incredibly fast.- Creating virtual envs. with uv is ~80x faster than python -m venv.- Package installation is 4-12x faster without caching, and ~100x with caching.Here's how to use uv for Python package management (with code): https://t.co/Gyz8T3ovn4 ...

And that is how you can start using uv.Note: When you push your project to GitHub, DO NOT add the uv[.]lock file to your gitignore file. This helps uv reproduce the environment when others use your project.Here is the cheatsheet again for your reference: https://t.co/sV8s3OqbNR ...

5️⃣ Reproduce an env.Finally, uv gives 100% reproducible installs.Say you cloned a project that used uv. You can run `uv sync` to precisely match the project.This works across OS, and even if the project you cloned used a different Python version. https://t.co/pXS9tX3oi8 ...

uv is incredibly fast.- Creating virtual envs. with uv is ~80x faster than python -m venv.- Package installation is 4-12x faster without caching, and ~100x with caching.Here's how to use uv for Python package management (with code): https://t.co/Gyz8T3ovn4 ...

RT Avi Chawla (@_avichawla)Big update for ChatGPT/Claude Desktop users!MCP servers in Claude/Cursor don't offer UI any experience yet, like charts. It's just text/JSON, like below:{“symbol”: “AAPL”,“price”: 178.23,“change”: “+2.45%”}Displaying this as a visual element isn’t impossible, but most MCP servers make you write the same boilerplate twice, once for the React component and again to register it as an MCP tool.So you end up with duplicate schemas, manual prop mapping, and a bunch of registration code. ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs. https://t.co/kYxJtOtwHaAvi Chawla (@_avichawla):Big update for ChatGPT/Claude Desktop users!MCP servers in Claude/Cursor don't offer UI any experience yet, like charts. It's just text/JSON, like below:{“symbol”: “AAPL”,“price”: 178.23,“change”: “+2.45%”}Displaying this as a visual element isn’t impossible, but https://t.co/oU1df25Gth ...

GitHub repo: https://t.co/PWcuwMFvzi(don't forget to star it ⭐ ) ...

Big update for ChatGPT/Claude Desktop users!MCP servers in Claude/Cursor don't offer UI any experience yet, like charts. It's just text/JSON, like below:{“symbol”: “AAPL”,“price”: 178.23,“change”: “+2.45%”}Displaying this as a visual element isn’t impossible, but most MCP servers make you write the same boilerplate twice, once for the React component and again to register it as an MCP tool.So you end up with duplicate schemas, manual prop mapping, and a bunch of registration code.A simplified approach is ac ...

GitHub repo: https://t.co/PWcuwMFvzi(don't forget to star it ⭐ ) ...