Description
Build an AI Agent from Scratch, v2 is a course on how to design, build, and deploy fully functional AI agents using the latest advances in LLMs, published by Frontend Masters Online Academy. This is a modern and practical course that teaches you how to design, build, and deploy fully functional AI agents using the latest advances in LLMs, tools, and automation frameworks. You will learn how AI agents think, plan, and act, starting with core concepts such as reasoning loops, tooling, memory, and context management. The course guides you step-by-step through implementing agent architectures, integrating external APIs, enabling automated task execution, and optimizing performance for real-world applications.
Key points include understanding the principles of agent architecture, implementing reasoning and scheduling loops, integrating tools and APIs, adding memory and context management, enabling automated task execution, optimizing agent behavior for sustainability, testing real-world scenarios, and deploying fully operational AI agents built from scratch. With hands-on coding sessions, experiments, and interactive projects, you’ll gain the skills to build autonomous intelligent systems capable of solving complex tasks from scratch. By the end, you’ll have an agent that you can extend with new tools, protocols, and interfaces.
What you will learn in Build an AI Agent from Scratch, v2:
- Understand the basics of an agent: models, tools, history, memory, and tuning
- Implement a tool invocation loop with conversational messaging instead of relying on a framework
- Use file system tools, third-party tools (web search, code execution, browser migration), and other SDKs with minimal additional code
- Manage context windows with summarization and retrieval so that your agent can use local files and search results without exceeding token limits
- Design and execute assessments that cover both single-step decisions and full multi-step execution
- Add guardrails and human approvals around high-risk tools like shell commands or bulk edits
- Treat agents as composable building blocks that can be invoked as tools or connected to other systems
- And…
Course specifications
Publisher: Frontend Masters
Instructors: Scott Moss
Language: English
Level: Introductory to Advanced
Number of Lessons: 10
Duration: 9 hours and 20 minutes
Course topics
Build an AI Agent from Scratch, v2 Prerequisites
None
Pictures
Build an AI Agent from Scratch, v2 introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
1.6 GB
