BuildSoftware.AI

The ultimate resource hub for building software with AI. Curated videos, repositories, guides, and research to accelerate your journey.

Video

LLM Introduction

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Video

LLMs from Scratch

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Video

Agentic AI Overview (Stanford)

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Video

Building and Evaluating Agents

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Video

Building Effective Agents

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Video

Building Agents with MCP

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Video

Building an Agent from Scratch

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Video

Philo Agents

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Repo

GenAI Agents

Tutorials and code for building generative AI agents.

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Repo

Microsoft's AI Agents for Beginners

A free 11-part intro course to build your first agents.

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Repo

Prompt Engineering Guide

Learn to write powerful and effective prompts.

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Repo

Hands-On Large Language Models

Complete code notebooks from basics to advanced fine-tuning.

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Repo

Made with ML

Learn to design, build, and deploy real ML apps.

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Repo

Hands-On AI Engineering

Practical LLM-powered apps and agent examples.

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Repo

Awesome Generative AI Guide

Curated hub for genAI research and tools.

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Repo

Designing Machine Learning Systems

Summaries and resources from the popular ML systems book.

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Repo

Machine Learning for Beginners from Microsoft

Free beginner-friendly ML curriculum.

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Repo

LLM Course

Roadmaps and hands-on notebooks to build LLM apps.

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Guide

Google's Agent Whitepaper

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Guide

Google's Agent Companion

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Guide

Building Effective Agents by Anthropic

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Guide

Claude Code Best Agentic Coding practices

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Guide

OpenAI's Practical Guide to Building Agents

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Book

Understanding Deep Learning

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Book

Building an LLM from Scratch

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Book

The LLM Engineering Handbook

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Book

AI Agents: The Definitive Guide - Nicole Koenigstein

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Book

Building Applications with AI Agents - Michael Albada

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Book

AI Agents with MCP - Kyle Stratis

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Book

AI Engineering

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Paper

ReAct

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Paper

Generative Agents

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Paper

Toolformer

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Paper

Chain-of-Thought Prompting

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Course

HuggingFace's Agent Course

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Course

MCP with Anthropic

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Course

Building Vector Databases with Pinecone

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Course

Vector Databases from Embeddings to Apps

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Course

Agent Memory

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