Alejandro AO
🤗 Developer Advocate @HuggingFace I help you build LLM apps
Channel created: April 10, 2022
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Create an Open Deep Research Multi-Agent in Python (Step by Step)
Build a complete multi-agent deep research system with open-source models: use Hugging Face Inference Providers, Firecrawl MCP tools for web search and scraping, and smolagents for agent coordinati...
Intro to Agents - Create an Agent from Scratch (No Frameworks)
Build an LLM agent from scratch in Python using Hugging Face Inference Providers. --- Links: 🤗 Create HF account: https://huggingface.short.gy/join 👉 Code from this video: https://github.com/huggi...
Intro to AgentKit - Create a RAG Agent
Build and deploy an OpenAI AgentKit workflow end-to-end: design a production-ready RAG agent in AgentBuilder with guardrails and the built-in File Search (Anna Karenina), preview with evals and tra...
Intro to ChatGPT Apps - The NEW App Store??
Here is intro to ChatGPT Apps with the OpenAI Apps SDK. We cover how ChatGPT apps extend the Model Context Protocol (MCP) with tools and UI schemas, handle OAuth 2.1, test locally, deploy a remote...
ChromaDB Crash Course - Intro to Vector Databases
Master vector databases and embeddings in Python: map text to high-dimensional vectors, spin up a local ChromaDB, run end-to-end CRUD on collections and points, search by meaning, and persist your ...
Python Project: AI Image Generator App
Build a Tinder-style AI image generator in Python with Streamlit and Google’s Gemini API: set up the project with uv, design a clean Streamlit UI (prompt, image uploader, generate button), and tran...
Image Generation with Nano Banana - Python Tutorial
This is an image generation tutorial with Google's new model Gemini 2.5 Flash (aka “Nano Banana”). We will learn how to set up the google‑genai Python SDK, get an API key from Google AI Studio, cal...
MCP Servers for VS Code (Crash Course)
Supercharge GitHub Copilot in VS Code with the Model Context Protocol (MCP): install and configure MCP servers (including Firecrawl), wire up custom tools over STDIO, and build a Python MCP server ...
MCP Security | Malicious MCP Servers (Protect Yourself)
We cover security concerns of MCP servers, especially those using the STDIO transport. You'll learn how to spot malicious MCP servers and protect yourself from them. You'll also learn how MCP agent...
RAG Project: Build an AI Onboarding Chatbot with Streamlit, LangChain, and ChromaDB
In this comprehensive video, you'll learn how to build a fully functional AI-powered onboarding chatbot tailored for new employees at a fictional company (Umbrella Corporation). The tutorial walks ...