# But NEVER commit API keys to Git! Never hardcode your API key in source code. Store it in a .env file, add .env to your .gitignore, and load it with python-dotenv. A leaked OpenAI API key can rack ...
Or perhaps you've seen code like this somewhere? import os api_key = os.environ.get("API_KEY") You might have thought, "Why don't they just write this directly?" and ...
The SDK supports Python ≥ 3.10 and is tested on Python 3.10–3.14. Newer Python versions may work but have not yet been validated.
If you are a Discord user, you must have seen multiple Discord bots on popular servers. Whether it is a music bot or a server moderation bot, there is a bot for almost everything. But in case you are ...
Why write SQL queries when you can get an LLM to write the code for you? Query NFL data using querychat, a new chatbot component that works with the Shiny web framework and is compatible with R and ...
What is Dotenvx? Dotenvx encrypts your .env files—limiting their attack vector while retaining their benefits. dotenvx-rs is a Rust command-line toolchain for dotenvx to make .env files secure and ...
Written by Ken Huang, CSA Fellow, Co-Chair of CSA AI Safety Working Groups and Dr. Ying-Jung Chen, Georgia Institute of Technology. This implementation guide provides a comprehensive, hands-on ...
In this tutorial, we demonstrate how to build a multi-step, intelligent query-handling agent using LangGraph and Gemini 1.5 Flash. The core idea is to structure AI reasoning as a stateful workflow, ...
Create a Python agent that uses large language models (LLMs) to provide smart coding assistance directly in Visual Studio Code. This agent will run both locally (as a VS Code extension communicating ...
In this tutorial, we will be implementing a custom Model Context Protocol (MCP) Client using Gemini. By the end of this tutorial, you will be able to connect your own AI applications with MCP servers, ...
Microsoft Research introduced AutoGen in September 2023 as an open-source Python framework for building AI agents capable of complex, multi-agent collaboration. AutoGen has already gained traction ...
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