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AI Agent Development and Applications

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AI Agent Development and Applications

Total Duration: 32 Hours

Prerequisites

  • Basic understanding of AI concepts, familiarity with programming, and knowledge of APIs and automation tools.

Objectives

  • Understand AI agents and their capabilities.
  • Build AI agents using open-source models and automation tools.
  • Explore various AI agents for research, business, and automation.
  • Learn how to integrate and deploy AI agents for practical applications.

Section 1: Introduction to AI Agents

  • Basic Concepts of AI Agents
  • Introduction to Devin - AI Software Engineer
  • Overview of SIMA - Google's AI Agent

Section 2: Setting Up AI Agent Development

  • Steps to Set Up Your First Project
  • Building Our First AI Agent

Section 3: Integrating Open-Source AI Models

  • Connecting Open Source Models like LLama-3 with CrewAI
  • Building a Research Agent
  • Sales Agent Development
  • Deep Research Agent with DeepSeek-R1
  • Using o3-mini, o1-mini, gemini 2.0, and deepseek-r1 for AI Agents
  • Pre-Built Agents for Practice (GitHub Resources)

Section 4: Real-World AI Agent Applications

  • AI Social Media Agent
  • AI Agent for Startup Idea Validation
  • AI Agent for Nutrition

Section 5: Advanced AI Agent Automations

  • Introduction to OpenInterpreter Light 01
  • Tasking AI Tutorial
  • N8N Agentic Automations

Section 6: Perplexity AI and Agent Features

  • Introduction to This Section
  • Reference Document for Prompts
  • Introduction to Perplexity AI
  • Co-pilot Feature in Perplexity AI
  • Focus Feature Overview
  • Attach Feature for AI Agents
  • Collections / Agents in Perplexity AI
  • Library Feature
  • Playground for AI Experiments
  • User Profile Configuration
  • Rewrite Feature
  • Privacy Policy Considerations

Section 7: AI Agents in Various Domains

  • Top 5 AI Agents in Perplexity AI
  • Academic Research Agent
  • Business Analyst Agent
  • Content Creation Agent
  • Content Creator Agent - 2
  • Curiosity Agent
  • Financial Research Agent
  • New Product Research Agent
  • Pre-sales Research Agent
  • Student Research Agent
  • Voice of the User Agent
  • Wolfram Alpha Research Agent

T. Sanjay

Tech Enthusiast | Seasoned Corporate EnterT(r)ainer

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