Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
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This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
- ai
- chromadb
- cookbooks
- faiss
动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/
The docs of MoonBit programming language
使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs.
Build an email assistant with human-in-the-loop and memory
- agents
- memory
Go语言实战: 编写可维护Go语言代码建议
- golang
- go
- best-practices
TranslatedFull-stack learning roadmap and Chinese tutorials for large language models (LLM)🔥: covers Prompt Engineering, RAG, AI Agent, MCP, fine-tuning, model deployment, Transformer, AI programming, and interviews at major tech companies, from beginner level to production practice.
- agent
- large-language-models
- llm
- llm-learning
An opinionated guideline to structure & develop a Go web application/service
- go
- webapp
- webservice
- webserver
It's a Swift playground explaining how to create a tiny programming language named Mu
A collection useful tips for the Swift language
- swift
- tips
💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 🚀
- phoenix
- elixir
- elixir-lang
- beginner
Learn Apple's Swift programming language interactively through these playgrounds.
Language Model GRU with Python and Theano
:rainbow: discover the beautiful programming language that makes front-end web apps a joy to build and maintain!
📖 Build a RESTful API on Go: Fiber, PostgreSQL, JWT and Swagger docs in isolated Docker containers.
A tutorial on the D programming language templates.
TranslatedBuild GPT-2 from scratch in PyTorch, step by step
- attention
- chinese
- deep-learning
- from-scratch
TranslatedAn agent development practice room based on LangGraph subgraphs: requirement clarification, user notes, document generation, and human review.
Catalog of Elixir Refactorings
- elixir
- elixir-examples
- elixir-lang
- refactoring
Translated🐋 Complete guide in Russian: how to install and run DeepSeek locally (V4, R1) on PC, Mac and server — Ollama, llama.cpp, LM Studio, vLLM, Open WebUI, API, RAG, agents, fine-tuning, best tips and tricks
- ai-agents
- deepseek
- deepseek-r1
- deepseek-v4
Learn V by Example
- learning
- programming
- educational
- lessons
A project about the Swift programming language
- swift
An example of writing an external, simple Linux kernel module, in V.
- linux
- kernel-module
- vlang
- proof-of-concept