Experiments With Gen AI, Knowledge Graphs, Workflows, and Python | Real Python Podcast #248

Are you looking for some projects where you can practice your Python skills? Would you like to experiment with building a generative AI app or an automated knowledge graph sentiment analysis tool? This week on the show, we speak with Raymond Camden about his journey into Python, his work in developer relations, and the Python projects featured on his blog.

👉 Links from the show: https://realpython.com/podcasts/rpp/248/

Raymond is a developer evangelist and advocate who works with APIs, AI, and the web. He's been expanding his developer knowledge by learning Python and documenting his journey through his blog and with the live-streaming show Code Break.

We discuss a couple of his recent Python projects. The first is building a resume review and revision system with generative AI and Flask. The other project uses Diffbot's knowledge graph and Pipedream's workflow tools to create an automated sentiment analysis tool.

This episode is sponsored by AMD.

Topics:

- 00:00:00 -- Introduction
- 00:03:15 -- Programming background and learning Python
- 00:07:59 -- What's been hard about learning a new language?
- 00:09:26 -- Learning pip, managing packages, and suggesting uv
- 00:12:26 -- Developer relations and sharing knowledge
- 00:15:17 -- Moving things from Code Break to the blog
- 00:17:27 -- Building a resume review and revise system with Gen AI
- 00:31:58 -- Video Course Spotlight
- 00:33:16 -- Adding the revision step
- 00:35:59 -- Exploring code assistance
- 00:38:52 -- Changing into the developer relations role
- 00:41:40 -- Using Diffbot and Pipedream for sentiment analysis project
- 00:48:06 -- Pipedream workflow with Python scripts
- 00:53:28 -- What are you excited about in the world of Python?
- 00:55:45 -- What do you want to learn next?
- 00:57:45 -- How can people follow your work online?
- 00:58:03 -- Thanks and goodbye

👉 Links from the show: https://realpython.com/podcasts/rpp/248/

Видео Experiments With Gen AI, Knowledge Graphs, Workflows, and Python | Real Python Podcast #248 канала Real Python