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freeCodeCamp

Build Serverless AI Agents with Langbase

via freeCodeCamp

Overview

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Learn to build AI agents using Langbase, a powerful serverless AI cloud platform, in this comprehensive 51-minute hands-on course. Master the creation of context-engineered agents that leverage memory and AI primitives to deliver accurate, production-ready results. Explore core concepts of serverless AI agent development and discover how to set up your development environment with proper configuration. Create and manage AI memory systems using the Langbase SDK, then upload documents to enhance your agent's knowledge base. Build memory agents on the Langbase platform and implement RAG (Retrieval-Augmented Generation) retrieval techniques for improved response accuracy. Construct AI agent pipes and generate sophisticated RAG responses that combine retrieved information with generative capabilities. Dive into AI primitives for advanced context engineering and explore vibe coding techniques for AI agents using Command.new. Gain practical experience with interactive coding exercises and real-world implementation scenarios that prepare you for deploying serverless AI solutions in production environments.

Syllabus

- 00:00 Intro to Building Serverless AI Agents
- 03:57 Core Concepts
- 08:11 Setting Up Environment Variables in Scrimba
- 10:00 Create a Memory with Langbase SDK
- 15:07 Upload Documents to AI Memory
- 21:43 Memory Agents on Langbase
- 25:32 Perform RAG Retrieval
- 30:48 Create an AI Agent Pipe
- 35:14 Generate RAG Responses
- 40:43 AI Primitives for Context Engineering
- 44:23 Vibe Coding AI Agents with Command.new

Taught by

freeCodeCamp.org

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