Bibliothèque de ressources
Découvrez 62 ressources d’apprentissage de l’IA de haute qualité.
Trouvé 62 ressources
NOUVEAUMonkeyCode
An open-source, enterprise-grade AI coding platform from Chaitin Technology. It supports private deployment, is compatible with a wide range of large language models, and provides a cloud-based development environment.
NOUVEAUThe Complete OpenAI API Guide
Learn to use the OpenAI API from scratch, including how to call models such as GPT-4, DALL·E, and Whisper, along with best practices.
NOUVEAULangChain Framework Tutorial
Dive into the LangChain framework and master the core concepts of LLM application development, including Chains, Agents, and Memory.
NOUVEAUHugging Face Datasets Collection
Explore the vast collection of open-source datasets on Hugging Face, covering high-quality training data across NLP, CV, audio, and more.
NOUVEAUPrompt Engineering Guide
Systematically learn prompt engineering techniques and best practices to improve how you interact with AI models.
NOUVEAUStable Diffusion WebUI
The most popular graphical interface for Stable Diffusion, supporting a wide range of models and extensions.
NOUVEAUAnthropic Claude API
Learn to use the Anthropic Claude API and explore its unique safety features and long-context capabilities.
NOUVEAUWhisper Speech Recognition Tutorial
Perform speech recognition with the OpenAI Whisper model, supporting multilingual transcription and translation.
NOUVEAUHands-on LLM Fine-Tuning
Learn how to fine-tune large language models, including efficient methods such as LoRA and QLoRA.
NOUVEAUReplicate API
Run open-source AI models through the Replicate API without managing any infrastructure.
NOUVEAUComfyUI
A node-based Stable Diffusion GUI that supports complex workflow orchestration and custom nodes.
NOUVEAUEffective ChatGPT Prompt Collection
A carefully curated collection of ChatGPT prompt templates covering writing, coding, analysis, and many other scenarios.
NOUVEAUMidjourney Prompt Techniques
Master the art of writing Midjourney prompts to generate high-quality AI images.
NOUVEAUDeploying Local LLMs with Ollama
Run large language models locally with Ollama, supporting open-source models such as Llama and Mistral.
NOUVEAUOpenAI Whisper Speech Recognition Guide
Learn to use OpenAI Whisper for speech recognition and transcription, with support for multiple languages and local deployment.
NOUVEAUAnthropic Claude API Documentation
The official documentation for the Anthropic Claude API, with detailed usage instructions and best practices.
NOUVEAUThe Complete Midjourney V6 Guide
A detailed guide to using Midjourney V6, covering new features and advanced techniques.
NOUVEAUPython AI/ML Libraries Collection
A roundup of popular Python libraries for AI and machine learning, including TensorFlow, PyTorch, and Scikit-learn.
NOUVEAUAI Prompt Template Library
A collection of AI prompt templates covering writing, coding, analysis, creativity, and more.
NOUVEAUGoogle Gemini API Documentation
The official Google Gemini API documentation, supporting multimodal understanding and generation.
NOUVEAUStable Diffusion Beginner Tutorial
Learn Stable Diffusion from scratch, covering installation, configuration, and usage.
NOUVEAUReplicate API Usage Guide
Learn to use the Replicate API to run open-source AI models without managing any infrastructure.
NOUVEAUHugging Face Transformers Tutorial
Learn to use the Hugging Face Transformers library for NLP and CV tasks.
NOUVEAULlamaIndex Framework Tutorial
Learn to build RAG applications and knowledge base systems with LlamaIndex.
NOUVEAUFlux Image Generation Model Guide
Learn to use the open-source Flux image generation model, covering local deployment and API access.
NOUVEAUDeepSeek API Usage Guide
The official documentation and usage tutorial for the DeepSeek API.
NOUVEAUComfyUI Workflow Guide
A detailed ComfyUI workflow tutorial covering common nodes and advanced techniques.
NOUVEAUSuno AI Music Creation Guide
A detailed tutorial with tips for creating AI music using Suno.
NOUVEAUCursor IDE Usage Guide
A detailed tutorial with tips for the Cursor AI code editor.
NOUVEAURunway Video Generation Guide
A detailed tutorial for creating AI videos with Runway.
NOUVEAUKaggle Datasets Platform
Kaggle offers tens of thousands of public datasets spanning machine learning competitions, real-world business, and research, all available for online analysis and download.
NOUVEAUPapers with Code Datasets
A collection of benchmark datasets used in academic papers, linked to their corresponding SOTA models and code implementations—ideal for research and reproduction.
NOUVEAUGoogle Dataset Search
A dataset search engine from Google that lets you find public datasets across sources and quickly locate the data you need for research and training.
NOUVEAUCommon Crawl Web Corpus
An open, petabyte-scale web crawl corpus that serves as a key source of pre-training data for many large language models, available for free.
NOUVEAULAION Open Multimodal Datasets
LAION provides large-scale, open-source image-text pair datasets widely used to train multimodal models such as CLIP and Stable Diffusion.
NOUVEAUUCI Machine Learning Repository
A classic machine learning dataset repository with hundreds of structured datasets, ideal for hands-on practice and algorithm teaching.
NOUVEAUPyTorch Deep Learning Framework
A leading open-source deep learning framework known for its dynamic computation graph and ease of use, widely adopted in both research and production.
NOUVEAUvLLM High-Performance Inference Framework
A high-throughput inference and serving framework for large language models that significantly improves deployment efficiency via PagedAttention.
NOUVEAUHaystack RAG Framework
An open-source LLM application framework from deepset, focused on retrieval-augmented generation (RAG) and building production-grade Q&A systems.
NOUVEAULM Studio Local Model Client
A desktop app that downloads and runs open-source LLMs locally with one click, offering a graphical interface and an OpenAI-compatible API.
NOUVEAUOpen WebUI
A feature-rich, self-hosted AI chat interface that supports Ollama and OpenAI-compatible APIs and can run fully offline.
NOUVEAUDify LLM App Development Platform
An open-source LLM application development platform offering visual orchestration, a RAG engine, and Agent capabilities for building AI apps quickly.
NOUVEAUMistral AI API
The LLM API from Mistral AI, covering high-performance open-source and commercial models with support for function calling and long context.
Groq High-Speed Inference API
An inference service built on LPU hardware that delivers ultra-low-latency API access for open-source large language models.
NOUVEAUCohere API
The enterprise-focused Cohere API, excelling at text generation, semantic search, and reranking—ideal for search and RAG.
NOUVEAULearn Prompting Tutorial
An open-source introductory course on prompt engineering that systematically covers techniques from basic to advanced, with fully free content.
NOUVEAUAnthropic Prompt Library
The official Anthropic Claude prompt library, covering ready-to-use templates for office work, coding, creativity, and more.
NOUVEAUfast.ai Practical Deep Learning Course
A free deep learning course from fast.ai that uses a top-down teaching approach to help developers get hands-on quickly.
NOUVEAUOpenRouter API
A unified API that routes requests to hundreds of large language models from many providers through a single OpenAI-compatible endpoint.
NOUVEAUTogether AI API
A cloud platform and API for running, fine-tuning, and deploying open-source models with fast, cost-effective inference.
NOUVEAUPerplexity Sonar API
An API that delivers grounded, real-time answers with web-wide search and citations, ideal for building AI search experiences.
NOUVEAULangGraph
A low-level orchestration framework from the LangChain team for building stateful, multi-step agent workflows with fine-grained control.
CrewAI
An open-source framework for orchestrating role-playing, autonomous AI agents that collaborate to complete complex tasks.
NOUVEAUDSPy
A framework for programming, rather than prompting, language models by composing and automatically optimizing modular pipelines.
NOUVEAUQdrant Vector Database
A high-performance open-source vector database and similarity search engine for powering RAG and recommendation systems.
NOUVEAUFlowise
An open-source, drag-and-drop tool for visually building LLM applications and agent workflows with little to no code.
NOUVEAUGemini CLI
An open-source command-line AI agent from Google that brings Gemini models directly into your terminal for coding and automation.
NOUVEAUThe Stack Source Code Dataset
A large, permissively licensed source-code dataset from BigCode, widely used to pre-train and evaluate code generation models.
NOUVEAUImageNet
A landmark large-scale image dataset with millions of labeled images across thousands of categories, foundational to modern computer vision.
NOUVEAUAwesome ChatGPT Prompts
A hugely popular open-source collection of curated ChatGPT prompt examples covering a wide range of roles and use cases.
NOUVEAUOpenAI Cookbook
Official example code and guides from OpenAI showing practical patterns for building with the API, from embeddings to function calling.
NOUVEAUGoogle Machine Learning Crash Course
A free, hands-on introduction to machine learning from Google, featuring video lessons, interactive visualizations, and exercises.