2 repos
Practical guides and notebooks for building AI-powered applications.
Distinguishing note: Focuses on the educational aspect of AI engineering.
Explore 2 awesome GitHub repositories matching education & learning resources · AI Engineering Tutorials. Refine with filters or upvote what's useful.
This repository serves as a comprehensive learning resource and technical library for developers building production-ready artificial intelligence systems. It provides a structured collection of over 90 hands-on projects that guide users through the end-to-end lifecycle of AI engineering, ranging from foundational concepts to advanced autonomous workflows. The project distinguishes itself through a heavy emphasis on agentic orchestration and standardized integration patterns. It features a curated library of multi-agent systems designed for complex task automation, alongside extensive impleme
Provides in-depth tutorials on LLMs, RAG, and real-world AI agent applications.
This repository serves as a comprehensive knowledge base and toolkit for Retrieval-Augmented Generation (RAG). It provides a structured collection of interactive tutorials and code-based demonstrations designed to help developers optimize the accuracy and relevance of large language model responses by connecting them to external data sources. The project distinguishes itself by offering hands-on implementations of advanced search architectures and retrieval strategies. It covers complex workflows such as multi-stage reranking, contextual compression, and self-corrective feedback loops, which
Serves as a comprehensive knowledge base for building retrieval-augmented generation applications.