ChatGPT API를 Python 프로젝트에 통합하는 3가지 핵심 기법

ChatGPT API를 Python 프로젝트에 통합하는 실무 가이드. 역할 기반 메시지로 AI 행동 제어하고 Pydantic으로 구조화된 응답 받는 법을 소개합니다.

https://aisparkup.com/posts/8486

A new analysis shows the ChatGPT API leans heavily on Wikipedia and obscure German sites like Deutsche‑handwerks‑zeitung.de, while the web UI pulls from broader sources such as Reuters Digital News and public broadcasters. What does this mean for bias and open‑source data? Dive into the findings. #ChatGPTAPI #Wikipedia #DeutscheHandwerksZeitung #ReutersDigitalNews

🔗 https://aidailypost.com/news/chatgpt-api-favors-wikipedia-obscure-german-sites-unlike-web-ui

When using ChatGPT API:

what is the best way to make custom documentation (maybe as PDF) available to ChatGPT?
Assistant?

Did someone tried it out, yet?

#ChatGPTAPI

So ChatGPT has assistants, which is a big abstraction layer over a sentient document. It formalizes roles & tools. One built in tool is retrieval, aka myfiles_browser. I think it takes your docs, puts them in a semantic embeddings (like a fancy database) and then does a tool search. Or I'm wrong and embeddings are plug-in info for the bot, like Neo learning Kungfu in the matrix.

However...
#chatgpt #chatGPTAPI

Remember all that stuff about labeling food? That but for the APIs your tech is using.

I want great big ol sirens on anything using #chatGPTAPI

It's difficult to overstate the impact the new #ChatGPTAPI will have on enterprise #softwareengineers, with the potential to shift the balance between #naturallanguage and formal programming languages, per IDC analyst Michele Rosen. https://www.techtarget.com/searchsoftwarequality/news/365531781/ChatGPT-API-sets-stage-for-new-wave-of-enterprise-apps #LLM #generativeAI
ChatGPT API sets stage for new wave of enterprise apps

The new API is faster and cheaper than the previous ChatGPT interface, and users can opt out of submitting their data to it, opening new doors for enterprise developers.

TechTarget
Generate High-Quality Images With ChatGPT | AI With Vibes

Daily AI Newsletter Covering AI news, Prompt Engineering, ChatGPT Hacks, and Cool AI Tools all in 6 Minutes

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"The human want the future to be like,right? So you’re really setting up a war between humans &machines. Well that’s exactly what we want to avoid."
Prof Stuart Russell on #AI

#chatgpt #bingAI #AI #chatgptapi #ArtificialIntelligence #AILegibleGarbage https://www.netopia.eu/netopia-spotlight-prof-stuart-russell/

Avoiding Catastrophe – Netopia Spotlight: Prof. Stuart Russell - Netopia %

Artifical intelligence is no longer the sci-fi future that we have so often used as a panel for projecting our fears and dreams onto. Today it is in every person’s hands (or device) as the raving popularity of text-generating AI-systems as ChatGPT or text-to-image-systems such as DALL-E and Midjourney have demonstrated. What does this mean […]

Netopia