#528: Python apps with LLM building blocks

Talk Python To Me

Michael Kennedy에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 Michael Kennedy 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

6d ago 1:16:46

MP3•에피소드 홈

In this episode, I’m talking with Vincent Warmerdam about treating LLMs as just another API in your Python app, with clear boundaries, small focused endpoints, and good monitoring. We’ll dig into patterns for wrapping these calls, caching and inspecting responses, and deciding where an LLM API actually earns its keep in your architecture.
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Links from the show

Vincent on X: @fishnets88
Vincent on Mastodon: @koaning
LLM Building Blocks for Python Co-urse: training.talkpython.fm
Top Talk Python Episodes of 2024: talkpython.fm
LLM Usage - Datasette: llm.datasette.io
DiskCache - Disk Backed Cache (Documentation): grantjenks.com
smartfunc - Turn docstrings into LLM-functions: github.com
Ollama: ollama.com
LM Studio - Local AI: lmstudio.ai
marimo - A Next-Generation Python Notebook: marimo.io
Pydantic: pydantic.dev
Instructor - Complex Schemas & Validation (Python): python.useinstructor.com
Diving into PydanticAI with marimo: youtube.com
Cline - AI Coding Agent: cline.bot
OpenRouter - The Unified Interface For LLMs: openrouter.ai
Leafcloud: leaf.cloud
OpenAI looks for its "Google Chrome" moment with new Atlas web browser: arstechnica.com
Watch this episode on YouTube: youtube.com
Episode #528 deep-dive: talkpython.fm/528
Episode transcripts: talkpython.fm
Theme Song: Developer Rap
🥁 Served in a Flask 🎸: talkpython.fm/flasksong
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