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generative-ai-for-beginners

Appears in 5 awesome lists

21 lessons covering generative AI fundamentals, prompt engineering, RAG applications, fine-tuning, and LLM app deployment with practical exercises.

Open github.commicrosoft/generative-ai-for-beginners

Found in these lists

Awesome Ai Agents 2026

Section: Courses and Tutorials · 21-lesson course

ActiveScore 74

awesome-ChatGPT-repositories

Section: Prompts · 12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

FreshScore 87

Awesome Data Analysis

Section: Resources · Course on generative AI for beginners from Microsoft.

FreshScore 80

Awesome LLM Resources

Section: 课程 Course

FreshScore 87

Awesome Open Source AI

Section: 14. Resources & Learning · 21 lessons covering generative AI fundamentals, prompt engineering, RAG applications, fine-tuning, and LLM app deployment with practical exercises.

FreshScore 89

promptfoo

Test your prompts, models, RAGs. Evaluate and compare LLM outputs, catch regressions, and improve prompt quality. LLM evals for OpenAI/Azure GPT, Anthropic Claude, VertexAI Gemini, Ollama, Local & private models like Mistral/Mixtral/Llama with CI/CD

In 11 listsDetails

Prompt Engineering Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

In 11 listsDetails

Phoenix

Open-source AI observability & evaluation platform (Arize) — OpenTelemetry-native tracing for agents, LLM-as-judge evals, versioned datasets & experiments for prompt regression testing, prompt management with version control and replay, plus an MCP endpoint so Claude Code/Cursor can query traces…

In 10 listsDetails

Langfuse

The most widely adopted self-hostable LLM observability platform: traces every agent step, manages prompt versions, and runs evals in one tool. Preferred over cloud-only alternatives when data residency or cost control is a constraint.

In 10 listsDetails

AI Collection

The Generative AI Landscape - A Collection of Awesome Generative AI Applications.

In 4 listsDetails

DocsGPT

Private AI platform for building intelligent agents and assistants with enterprise search. Features Agent Builder, deep research tools, multi-format document analysis, and multi-model support. MIT licensed.

In 10 listsDetails

DemoGPT

DemoGPT enables you to create quick demos by just using prompt. It applies ToT approach on Langchain documentation tree.

In 9 listsDetails

OpenAI Cookbook

OpenAI's cookbook includes examples of prompt engineering.

In 9 listsDetails