Do you know what custom GPTs are? They're configurable and shareable chat experiences with a name, logo, custom instructions, conversation starters, access to OpenAI tools, and custom API actions. And, you can build them with Python! Ian Maurer has been doing just that and is here to share his experience building them. 
 
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Links from the show 
 
<div>Ian on Twitter: <a href="https://twitter.com/imaurer" target="_blank" rel="noopener">@imaurer</a> 
 
Mobile Navigation: <a href="https://openai.com/blog/introducing-gpts" target="_blank" rel="noopener">openai.com</a> 
What is a Custom GPT?: <a href="https://www.imaurer.com/what-is-a-custom-gpt/" target="_blank" rel="noopener">imaurer.com</a> 
Mobile Navigation: <a href="https://openai.com/blog/introducing-the-gpt-store" target="_blank" rel="noopener">openai.com</a> 
FuzzTypes: Pydantic library for auto-correcting types: <a href="https://github.com/genomoncology/FuzzTypes" target="_blank" rel="noopener">github.com</a> 
pypi-gpt: <a href="https://github.com/imaurer/pypi-gpt" target="_blank" rel="noopener">github.com</a> 
marvin: <a href="https://github.com/prefecthq/marvin" target="_blank" rel="noopener">github.com</a> 
instructor: <a href="https://github.com/jxnl/instructor" target="_blank" rel="noopener">github.com</a> 
outlines: <a href="https://github.com/outlines-dev/outlines" target="_blank" rel="noopener">github.com</a> 
llamafile: <a href="https://github.com/Mozilla-Ocho/llamafile" target="_blank" rel="noopener">github.com</a> 
llama-cpp-python: <a href="https://github.com/abetlen/llama-cpp-python" target="_blank" rel="noopener">github.com</a> 
LLM Dataset: <a href="https://llm.datasette.io/en/stable/index.html" target="_blank" rel="noopener">llm.datasette.io</a> 
Plugin directory: <a href="https://llm.datasette.io/en/stable/plugins/directory.html" target="_blank" rel="noopener">llm.datasette.io</a> 
Data exploration at your fingertips.: <a href="https://www.visidata.org/" target="_blank" rel="noopener">visidata.org</a> 
hottest new programming language is English: <a href="https://twitter.com/karpathy/status/1617979122625712128" target="_blank" rel="noopener">twitter.com</a> 
OpenAI & other LLM API Pricing Calculator: <a href="https://docsbot.ai/tools/gpt-openai-api-pricing-calculator" target="_blank" rel="noopener">docsbot.ai</a> 
Vector DB Comparison: <a href="https://vdbs.superlinked.com/" target="_blank" rel="noopener">vdbs.superlinked.com</a> 
bpytop: <a href="https://github.com/aristocratos/bpytop" target="_blank" rel="noopener">github.com</a> 
Source Graph: <a href="https://about.sourcegraph.com/cody" target="_blank" rel="noopener">about.sourcegraph.com</a> 
Watch this episode on YouTube: <a href="https://www.youtube.com/watch?v=FwmbJiKdAG0" target="_blank" rel="noopener">youtube.com</a> 
Episode transcripts: <a href="https://talkpython.fm/episodes/transcript/456/building-gpt-actions-with-fastapi-and-pydantic" target="_blank" rel="noopener">talkpython.fm</a> 
 
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Follow Michael on Mastodon: <a href="https://fosstodon.org/web/@mkennedy" target="_blank" rel="noopener">mkennedy</a> </div>

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#456: Building GPT Actions with FastAPI and Pydantic

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