I Automated my Instagram with AI Agents - CrewAI Hierarchical Tutorial (Instagram Automation)

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AI Summary

Summary: Instagram Ad Campaign Creation with Crew AI

• Objective: Generate three Instagram posts for Galaxy Watch 6 using Crew AI.
• Process:
  • Used a link to the product page and OpenAI credits.
  • Improved Crew AI setup for efficiency and cost-effectiveness.
  • Previous video covered basics; this explanation includes advanced details.
• Crew AI Overview:
  • Overcomes limitations of Chat GPT like current events knowledge, multitasking, and handling long texts.
  • Utilizes autonomous AI agents for collaboration and accessing web information.
• Methodology:
  • Initially tried a local model, switched to GPT-3.5 Turbo for better results.
  • Set up two Crews: Ad Copy Crew (hierarchical) and Photography Crew (sequential).
  • Ad Copy Crew includes a manager and three agents: Market Analyst, Marketing Strategist, and Content Creator.
  • Photography Crew has a Senior Photographer and a Creative Director.
• Implementation:
  • Cloned and adjusted a GitHub repo for Crew AI examples.
  • Upgraded Crew AI and dependencies for new features.
  • Crews use tools like web scraping, Google, and Instagram search.
• Execution:
  • Ran the crew with API keys from SerpAPI and OpenAI.
  • Main.py file orchestrates the process, passing product link and details to agents.
  • Agents and tasks are defined in separate files with specific goals and expected outputs.
  • Hierarchical process used for Ad Copy Crew with a manager delegating tasks.
  • Sequential process for Photography Crew, with tasks passed directly between agents.
• Results:
  • Generated three Instagram post ideas with ad text and photo descriptions.
  • Took about 1 minute and cost 2 cents in OpenAI credits.
  • Results can be improved by adjusting LLM version, temperature for creativity, and prompts.
• Next Steps:
  • Experiment with settings like LLM version (GPT-4) and temperature.
  • Refine prompts and crew setup for better results.
  • Requires SerpAPI and OpenAI API keys to run.
• Resources:
  • Other videos available for obtaining API keys and cloning GitHub repos.