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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows

DSPy: The framework for programming—not prompting—language models

A library for efficient similarity search and clustering of dense vectors.

Pyspark RDD, DataFrame and Dataset Examples in Python language

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

Latent Collaboration in Multi-Agent Systems