CrewAI Multi-Agent Team | Advanced Tools, Scraping, Summarization!

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AI Summary

Video Summary: Building an AI Crew with Custom Tools in Obsidian

• Objective: Create an AI crew to accomplish tasks using tools, focusing on extracting value from tool usage.
• Environment: Coding in the cloud using lightning.ai as the IDE, sponsored by lightning.ai.
• Process:
  • Install crew aai using pip.
  • Access edge version of crew aai with native tools and Lang chain.
  • Set up agents and define their roles and tasks.
  • Use lightning.ai for cloud-based coding and collaboration.
  • Import and utilize tools from crew aai.
  • Create a custom scraper tool for extracting website content.
  • Encounter and troubleshoot issues with scraping and API limitations.
  • Successfully scrape and summarize website content.
• Challenges:
  • Encountered errors with tool definitions and imports.
  • Had to create a custom scraper tool due to limitations of existing tools.
  • Dealt with website scraping blocks and API token length issues.
• Solutions:
  • Consulted with the founder of crew aai for troubleshooting.
  • Used chat GPT to write a scraping tool.
  • Modified the scraper to mimic a browser and bypass scraping blocks.
  • Adjusted the scraper to target specific HTML elements for relevant content.
• Outcome: Achieved a working example of an AI crew that can scrape and summarize website content, with potential for further robustness in future iterations.

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