LLMs + Prompt Engineering with Python and Promptimize - Talk Python to Me Ep.417
Large language models and chat-based AIs are kind of mind blowing at the moment. Many of us are playing with them for working on code or just as a fun alternative to search. But others of us are building applications with AI at the core. And when doing that, the slightly unpredictable nature and probabilistic nature of LLMs make writing and testing Python code very tricky. Enter promptimize from Maxime Beauchemin and Preset. It's a framework for non-deterministic testing of LLMs inside our applications. Let's dive inside the AIs with Max.
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This video is the uncut, live recording of the Talk Python To Me podcast ( https://talkpython.fm ). We cover Python-focused topics every week and publish the edited and polished version in audio form. Subscribe in your podcast player of choice (100% free) at https://talkpython.fm/subscribe.
▬▬▬▬ Guests ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
Max on Twitter: / mistercrunch
▬▬▬▬ Links and resources from the show ▬▬▬▬▬▬▬▬▬▬▬▬
Promptimize: https://github.com/preset-io/promptimize
Introducing Promptimize ("the blog post"): https://preset.io/blog/introducing-pr...
Preset: https://preset.io/
Apache Superset: Modern Data Exploration Platform episode: https://talkpython.fm/episodes/show/3...
ChatGPT: https://chat.openai.com/
LeMUR: https://www.assemblyai.com/blog/lemur...
Microsoft Security Copilot: https://blogs.microsoft.com/blog/2023...
AutoGPT: https://github.com/Significant-Gravit...
Midjourney: https://www.midjourney.com/
Midjourney generated pytest tips thumbnail: https://cdn-podcast.talkpython.fm/epi...
Midjourney generated radio astronomy thumbnail: https://cdn-podcast.talkpython.fm/epi...
Prompt engineering: https://learnprompting.org/
Michael's ChatGPT result for scraping Talk Python episodes: https://gist.github.com/mikeckennedy/...
Apache Airflow: https://github.com/apache/airflow
Apache Superset: https://github.com/apache/superset
Tay AI Goes Bad: https://www.theverge.com/2016/3/24/11...
LangChain: https://github.com/hwchase17/langchain
LangChain Cookbook: https://github.com/gkamradt/langchain...
Promptimize Python Examples: https://github.com/preset-io/promptim...
TLDR AI: https://tldr.tech/ai
AI Tool List: https://www.futuretools.io/
Listen this episode on Talk Python: https://talkpython.fm/episodes/show/4...
Episode transcripts: https://talkpython.fm/episodes/transc...
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