https://github.com/wahyudesu/building-ai-agents-101
Learn to build AI agents step-by-step with simplicity using Mastra, and deploy them easily on Mastra Cloud
https://github.com/wahyudesu/building-ai-agents-101
ai ai-agents mastra rag workshop
Last synced: about 2 months ago
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Learn to build AI agents step-by-step with simplicity using Mastra, and deploy them easily on Mastra Cloud
- Host: GitHub
- URL: https://github.com/wahyudesu/building-ai-agents-101
- Owner: wahyudesu
- Created: 2025-07-25T18:10:03.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2025-07-25T19:38:52.000Z (2 months ago)
- Last Synced: 2025-07-26T01:08:42.251Z (2 months ago)
- Topics: ai, ai-agents, mastra, rag, workshop
- Language: TypeScript
- Homepage:
- Size: 81.1 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# 🧠Building AI Agents 101 (Mastra + Vercel AI SDK)
Build AI agents in a simple way by learning through examples (more agents coming soon)
### What you'll learn:
- Build simple AI agents in Typescript
- Create and integrate custom tools into agents
- Use RAG (Retrieval-Augmented Generation) as tool in agents
- What is the complex workflow like
- Build Multi-Agent Workflow
- Deploying agents to production using Mastra Cloud
---
## 🧰 Prerequisites
- Node.js v20.0 atau lebih tinggi
- pnpm (install via `npm install -g pnpm`)
- API key from a model provider (e.g., Groq or Gemini)
- Postgresql database (for rag)
---
## 📦 Getting started
Start development:
```bash
git clone https://github.com/wahyudesu/building-ai-agents-101.git
cd building-ai-agents-101
pnpm i
```
Create your .env file:
```bash
# Fill in the required API keys and database URL.
cp .env.example .env
```
```
pnpm dev
```
Check di http://localhost:4111/agents
Access swagger-ui http://localhost:4111/swagger-ui
## Upsert data before running RAG Agents
```
npx tsx src/mastra/rag.ts
```
## Deploy to production
- publish to github as fork
- go to https://mastra.ai/cloud and login using github
- select repo and deploy
[Read more...](https://mastra.ai/en/docs/deployment/overview)
---
## Why Mastra
Mastra is the easiest way to build a production AI application, built by the team that brought you Gatsby. We provide a complete set of AI primitives: workflows for complex operations, agents for autonomous decisions, RAG for knowledge integration, and evals for quality & accuracy. Mastra is open-source, modular, and built in Typescript for product developers. You can deploy Mastra on any cloud, and it gives you a straightforward syntax to solve the hardest problems building with AI: human-in-the-loop workflows, agent memory and tool selection, and output quality.