The Real Python Podcast

Experiments With Gen AI, Knowledge Graphs, Workflows, and Python

122 snips
May 9, 2025
Raymond Camden, a developer evangelist focused on APIs and AI, shares his adventures in Python and innovative projects. He discusses building a generative AI resume review system and an automated sentiment analysis tool using Diffbot's knowledge graph. Raymond dives into the challenges of learning Python, the importance of documenting his journey, and how he integrates his streaming content with his blog. The conversation also highlights the creative uses of AI in coding, emphasizing collaboration and thoughtful implementation to enhance user experiences.
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ADVICE

Use UV for Python Environments

  • Use the UV tool to manage Python packages and virtual environments more easily.
  • UV combines environment management and Python version handling effectively for project setups.
ANECDOTE

Building Resume Review with Gen AI

  • Raymond Camden built a resume review system using Google Gemini AI and Flask.
  • He found integrating generative AI surprisingly easy compared to frontend JavaScript tasks.
INSIGHT

Mastering AI Prompt Design

  • Learning effective prompt design is similar to mastering SQL for better AI performance.
  • Simple prompts work, but refining them improves generative AI output quality significantly.
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