LLM In-Context Learning Masterclass feat My (r/reddit) AI Agent

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AI Summary

Summary: Building a Reddit AI Agent

• Objective: To create an AI agent that can respond to Reddit posts with relevant knowledge.

• Selection of Topics:

  • Chose specific topics for the AI to be knowledgeable about (e.g., CLA 3, AI agent, MROL 7B).

• Brain Content Creation:

  • Developed a knowledge base with rules, example comment-answer pairs, and bad examples to avoid.
  • This content is integrated into the AI’s prompt.

• Knowledge Base Details:

  • Extensive information on various AI models and Nvidia hardware.
  • Includes both open and closed-source models, and details like context window size and capabilities.

• Example Comments:

  • Collected and included good response examples for the AI to mimic.

• Promotional Strategy:

  • Incorporated subtle promotion of the YouTube channel “All About AI” within the AI’s responses.

• Utilizing Perplexity:

  • Used Perplexity to generate content for the AI’s knowledge base.

• Agent’s Functionality:

  • Searches for Reddit posts based on selected keywords.
  • If a post contains a URL or image, it scrapes or analyzes them for content to include in responses.

• System Integration:

  • Uses the Sonet API with the CLA 3 model for cost-effective and quality results.
  • Combines the AI brain with the agent system to construct comments for Reddit.

• Code Features:

  • Random wait times between comments to avoid spamming.
  • Tracks posts the AI has already commented on to prevent duplicate responses.

• Keyword and Prompt Setup:

  • Keywords are adjustable to target specific subreddits and topics.
  • The prompt is large (9,000 tokens) and includes all brain content.

• Testing and Results:

  • Demonstrated the script in action, showing the AI’s ability to post relevant and well-received comments.

• Access to Code:

  • The code is available to channel members on the community GitHub.

• Project Benefits:

  • A valuable learning experience in data collection and structuring.
  • A beginner-friendly project that results in a functional AI agent for Reddit.

• Engagement:

  • Encourages viewers to like, comment, and tune in for future content.