Third and final part of the Deep Research with LangGraph series. Implement the Writer agent that drafts the final report from the research, ...
Second part of the Deep Research with LangGraph series. Build the Research Supervisor that coordinates several Researcher agents in parallel...
First part of the series on building an AI research assistant with LangGraph. Learn the system architecture and build the Scope agent, which...
Learn how to implement elicitation in MCP (Model Context Protocol) servers with FastMCP. Complete step-by-step tutorial to create an intelli...
Learn to build durable MCP server and client for long-running tasks with persistence. Complete Model Context Protocol tutorial featuring SQL...
Learn to build resumable MCP servers and clients with automatic checkpoint capabilities. Complete tutorial on implementing task interruption...
Learn how to implement real-time streaming in MCP (Model Context Protocol) applications using FastMCP. This comprehensive guide shows you ho...
Fourth and final part of the LangGraph guide. Customize the graph state with your own schemas and reducers, and master checkpoints to inspec...
Third part of the LangGraph guide. Implement long-term memory (across threads) so the agent remembers information between conversations, and...
Second part of the LangGraph guide. Add short-term memory to your chatbot: persist the graph state within a thread using checkpointers, reco...
First part of the complete LangGraph guide. Learn how LangGraph works, install it, set up the Hugging Face and Anthropic API keys, build you...
Fourth and final part of the MCP with FastMCP guide. Serve the server over HTTP, add authentication with Bearer tokens and RSA keys, and con...
Third part of the MCP with FastMCP guide. Add context to your resources, create parameterized resource templates, and define reusable prompt...
Second part of the MCP with FastMCP guide. Configure the transport layer, exclude tool arguments, access the request context, and create you...
First part of the MCP (Model Context Protocol) guide with FastMCP. Set up the environment, build your first MCP server, expose functions as ...
Are your agents falling short? Elevate your AI projects with advanced patterns: ReAct, planning, multi-agents, and more. Practical guide wit...
🚀 Revolutionize your AI agents! 🧠 LangGraph is not just another library, it's the orchestration framework that gives you total control to ...
Learn how to create virtual environments with uv, a package manager and environment for Python written in Rust, which makes it very fast. If...
If you have problems making a real-time AI application, FastRTC can help you. In this post I explain how to use it.
Do you want to have your own Sora, but also generate good videos? In this post I explain how to do it with HuggingFace Inference Providers a...
Do you want to deploy a backend with your own LLM? In this post I explain how to do it with HuggingFace Spaces, FastAPI, Langchain and Docke...
Learn how to use Langchain with the most popular open-source integrations. In this post, we will explore how to integrate Langchain with Chr...
Refactoriza sin miedo 🛠️ gracias a los test unitarios. En este post vas a aprender a hacer test unitarios en Python con la librería unittes...
Forget about Ctrl+F! 🤯 With RAG, your documents will answer your questions directly. 😎 Step-by-step tutorial with Hugging Face and ChromaD...
😠 Are your commits written in alien language? 👽 Join the club! 😅 Learn Conventional Commits in Python and stop torturing your team with c...
Have you ever talked to an LLM and they answered you something that sounds like they've been drinking machine coffee all night long 😂 That'...
Hello everyone! 🤗 Today we are going to talk about QLoRA, the technique that will allow you to make your language models more efficient and...
Attention developers! 🚨 Do you have a language model that is too big and heavy for your application? 🤯 Don't worry, GPTQ is here to help y...
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Get ready to save space and speed up your models! 💥 In this post, I'm going to explore the llm.int8() method, a quantization technique that...
Imagine having a giant language model that can answer any question, from the capital of France to the perfect brownie recipe! 🍞️🇫🇷 But wh...
Get ready to take your model adaptation to the next level with LoRA! 🚀 This low-rank adaptation technique is like a superhero cape for your...
You've already got Florence-2 on your radar, but now you want to take it to the next level! 🚀 It's time for fine-tuning! 💻 In this post, I...
😂 Tuning small language models? Please, you're not 'tuning', you're just desperately trying to get some sense out of a model that's about a...
Unlock the power of text generation with GPT-2, the latest open model from OpenAI 💸! 🚀 In this post, I take you by the hand through the ar...
Attention everyone! 🚨 We have a new king in town! 👑 Florence-2, the multimodal model that is revolutionizing the artificial intelligence g...
Unlock the power of language!!!! 💥 In my last post, I take you by the hand through the GPT-1 paper, explaining in a clear and concise way h...
🔍 Discover the secret of tokenization! 🔑 I reveal you the mysteries of BPE (Byte Pair Encoding) tokenization, one of the most popular and ...
Attention, slow PyTorch models! 🐌 Optimun, the Hugging Face library, comes to the rescue to speed up your workouts and inferences. With Opt...
🏃 Run any LLM on your computer, whether it is a NASA spacecraft 🚀 or a coffee maker 🫖. With Ollama you have the facility to use any langu...
Save and load models with Hugging Face Accelerate, train with FP16/BF16/FP8 mixed precision, and run inference with the Hugging Face ecosyst...
Install and configure Hugging Face Accelerate and adapt your training loop to run on multiple GPUs and TPUs, with process execution control.
Forget sleepless nights calculating metrics and losing your mind with evaluate for your NLP models! 😩 Hugging Face's evaluate library is th...
Wake up, AI developer! ☕️ Stop wasting your time loading and preprocessing data like a slave 🙅♂️ and discover Hugging Face's datasets libr...
🤖 Transform your world with Hugging Face Transformers! 🚀 Ready to make magic with natural language? From super-fast techniques with pipeli...
If you are afraid 😱 to use git commands, come in and learn how to test them easily and graphically with git-sim 😊
📄 ➡️ 🔤 Explore the power of the Hugging Face Tokenizers library for natural language processing in AI. Discover how this essential tool tr...
Discover transformers 🚀. Learn the architecture behind all the new language models. Don't ask an AI, come in and learn
Discover how ChromaDB redefines vector data search and management for AI applications, with ultra-fast and accurate similarity searches in h...
It explores the power and precision of regular expressions, essential tools in programming that allow describing patterns in text strings fo...
Discover the fashion model in the world of AI
Discover how similarity is measured between embeddings, the basis of the attention mechanism of transformers and RAG algorithms
Discover the power of embeddings
Discover what tokens are and how words are divided into minimum units of word representation
🚀 Discover the power of the OpenAI API in this post! 🌟 Learn how to install the OpenAI library ✨ and I'll guide you through the first step...
Learn HTML, the markup language used to create web pages. Learn how to structure the content of a web page and format it with HTML.
🛡️ 💻 Raise your security game! Dive into this tutorial and find out how Fail2Ban helps you stop brute force attacks in their tracks. From ...
🚀 Wake up, Ubuntu! ☕ With Caffeine for Linux, say goodbye to those annoying sleep modes just when you least expect it. Work marathon? Etern...
Conda vs Pip - the eternal battle! Find out why Conda wears the champion belt 🥊 and how Mamba is not just a dance, but the turbo your data ...
Third part of the Git guide. Work with remote repositories ☁️, create aliases, save changes with stash and mark versions with tags like a pr...
Second part of the Git guide. Master branches 🌳: create parallel lines of development, move between them, merge them and resolve conflicts ...
Have you rewritten that code that took you hours to do? Don't panic! First part of the Git guide: learn to keep version control of your proj...
👂 You don't get to gossip what the first one says? With whisper you can not only do it, but also translate it if you want. Log in and learn...
Connecting securely is essential in today's digital world. Discover how SSH allows you to establish encrypted communications between your ma...
🤯 Can you imagine that you can add images to a gpt chat and ask questions about them? With Blip2 you can, log in and learn how
Learn how a neural network works with Python: linear regression, loss function, gradient, and training. Hands-on tutorial with code.
Learn how neural networks work, their history since the 1950s, the AI Winter, and how ImageNet revolutionized AI in 2012. Beginner-friendly ...
Feel like an old school programmer 🐧 with this post about bash scripting.
🐳 Second part of the Docker guide. Orchestrate several containers at once with Docker Compose and master the advanced topics of Docker to t...
🐳 First part of the Docker guide. Create as many development environments as you want: learn to handle containers, data and volumes, images...
🟢 Third part of the terminal guide. Administer the system 🖥: memory, disk, packages, users, security and command scheduling in the termina...
🟢 Second part of the terminal guide. Master network utilities 🌐, file compression and managing background and foreground processes 💻 like...
🟢 First part of the terminal guide. Learn to move around the console 💻, handle files and directories, permissions, redirections, environme...
📊 Manage data 📝 easily with Pandas 📖
🟢 Learn to do all the matrix calculation you want in an agile way with NumPy
Third part of the complete Python guide. Learn classes and objects, iterators, variable scope, modules and packages, error handling with try...
Second part of the complete Python guide. Master operators, control flow (if, for, while) and functions, including lambda, map, filter and r...
First part of the complete Python guide. Learn the data types: strings, numbers, sequences (lists and tuples), dictionaries, sets, booleans ...
Third and final part of the Deep Research with LangGraph series. Implement the Writer agent that drafts the final report from the research, assemble the full deep researcher graph, and run the complete assistant end to end.
Second part of the Deep Research with LangGraph series. Build the Research Supervisor that coordinates several Researche...
First part of the series on building an AI research assistant with LangGraph. Learn the system architecture and build th...
Let's talk.
maximofn@gmail.com
Machine Learning and AI specialist. I develop solutions with generative AI, intelligent agents and custom models.
AI agents, powered by LLMs, promise to transform applications. But are they simple executors today or future intelligent collaborators? To reach their...
Learn to create an IA system to execute efficiently on a device
Hugging Face spaces allow us to run models with very simple demos, but what if the demo breaks? Or if the user deletes it? That's why I've created docker containers with some interesting spaces, to be able to use them locally, whatever happens. In fact, if you click on any project view button, it may take you to a space that doesn't work.
Let's talk.
maximofn@gmail.com
Machine Learning and AI specialist. I develop solutions with generative AI, intelligent agents and custom models.
Dataset with jokes in English
Use: Fine-tuning text generation models for humor
Dataset with translations from English to Spanish
Use: Training English-Spanish translation models
Dataset with Netflix movies and series
Use: Netflix catalog analysis and recommendation systems
