Production Patterns for Generative AI APIs

Production Patterns for Generative AI APIs

Deploying Generative AI applications at production scale demands careful attention to architecture and security, starting with the realization that large language models are entirely stateless and state must be constructed and passed through (e.g., via a database) to avoid losing conversation context and enable proper scaling. To achieve production readiness and control costs, developers should implement basic patterns like rate limiting for tokens and messages, restrict maximum payload size to prevent exhaustion attacks, and proactively utilize message analytics to monitor abuse and understand user behavior.



Ref: https://www.youtube.com/watch?v=hn2Dn3fLIfg&list=PL03Lrmd9CiGey6VY_mGu_N8uI10FrTtXZ&index=23

Denne episoden er hentet fra en åpen RSS-feed og er ikke publisert av Podme. Den kan derfor inneholde annonser.

Episoder(131)

Building Useful AI in Web Applications with .NET

Building Useful AI in Web Applications with .NET

Web developers: you have a fantastic opportunity to make your web UIs more intelligent and productive than before. But don’t just throw on a chat pane and call it done, as people may not even use or l...

28 Nov 202512min

OpenAI and ChatGPT Enterprise Solutions: My Favorite Implementations

OpenAI and ChatGPT Enterprise Solutions: My Favorite Implementations

The journey into AI integration shows that every single person's job—from developers to non-developers—has been impacted by this technology. Adoption starts with the basics: most users overlook critic...

25 Nov 202516min

Farm Internet, Home Automation, and Llama Cam

Farm Internet, Home Automation, and Llama Cam

My talk, "I Connected My Farm To The Internet. Now What?", uses the Llama cam hobby project to explore product development under real-world constraints like a 100 gigabytes of internet data per month ...

22 Nov 202516min

Microsoft Security Copilot: Scaling Defense with Generative AI

Microsoft Security Copilot: Scaling Defense with Generative AI

Microsoft Security Copilot leverages generative AI to help overwhelmed security teams by summarizing complex incidents and generating crucial KQL queries using natural language prompts. This first-of-...

18 Nov 202517min

Overcoming Imposter Syndrome with GitHub Copilot

Overcoming Imposter Syndrome with GitHub Copilot

Struggling to make an impact or overcome networking anxiety? LinkedIn is a powerful, free tool that can help you shortcut your time to becoming a "Minimum Visible Person" (MVP). By establishing credib...

15 Nov 202516min

Advanced HTML for Performance and Accessibility

Advanced HTML for Performance and Accessibility

HTML is not just the foundation we build on, its vital in making our websites accessible usable and performant.We'll explore how we can make the most of our HTML elements and attributes to improve the...

7 Nov 202515min

Clone Yourself with Azure Custom Neural Voice

Clone Yourself with Azure Custom Neural Voice

Everyone has at some point wished they could clone themselves – to do the dishes, or work more efficiently. With advancements and improved accessibility of AI, this becomes more of a reality...This se...

3 Nov 202517min

Populært innen Fakta

fastlegen
dine-penger-pengeradet
rss-bisarr-historie
relasjonspodden-med-dora-thorhallsdottir-kjersti-idem
foreldreradet
treningspodden
rss-strid-de-norske-borgerkrigene
rss-kunsten-a-leve
jakt-og-fiskepodden
rss-sunn-okonomi
mikkels-paskenotter
sinnsyn
hverdagspsyken
gravid-uke-for-uke
rss-bak-luftfarten
rss-sarbar-med-lotte-erik
hagespiren-podcast
rss-kull
fryktlos
rss-mind-body-podden