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Using Azure OpenAI GPT vis REST

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Using Azure OpenAI GPT vis REST

In this video I explore how to use a GPT model from anything via the REST endpoint. Specifically in the demo we will use PowerShell.

πŸ”Ž Looking for content on a particular topic? Search the channel. If I have something it will be there!

πŸ€” Due to the channel growth and number of people wanting help I no longer can answer or even read questions and they will just stay in the moderation queue never to be seen so please post questions to other sites like Reddit, Microsoft Community Hub etc.

β–¬β–¬β–¬β–¬β–¬β–¬ C H A P T E R S ⏰ β–¬β–¬β–¬β–¬β–¬β–¬
00:00 – Introduction
00:32 – SDK and REST
01:16 – Endpoint format
03:43 – Resources required
06:18 – GPT model deployment
07:32 – Chat completions endpoint
10:32 – Authorization to the resource
13:24 – RBAC on the resource
15:18 – Using authorization in the request
17:07 – Body of the request and messages
19:24 – Calling the endpoint with REST
21:53 – System prompt and history
23:16 – Clipboard use
24:09 – Importing the module
24:30 – Demo
27:58 – Adding RAG or functions next steps
29:10 – Pricing
30:57 – Content safety
31:59 – Summary

β–¬β–¬β–¬β–¬β–¬β–¬ K E Y L I N K S πŸ”— β–¬β–¬β–¬β–¬β–¬β–¬
β–Ί Whiteboard:
πŸ”— https://github.com/johnthebrit/RandomStuff/raw/master/Whiteboards/GPTviaREST.png
β–Ί Example file:
πŸ”— https://github.com/johnthebrit/RandomStuff/raw/master/AI/SavGPTModule/SavGPTModule.psm1

β–¬β–¬β–¬β–¬β–¬β–¬ Want to learn more? πŸš€ β–¬β–¬β–¬β–¬β–¬β–¬
πŸ“– Recommended Learning Path for Azure
πŸ”— https://learn.onboardtoazure.com
πŸ₯‡ Certification Content Repository
πŸ”— https://github.com/johnthebrit/CertificationMaterials
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πŸ’» PowerShell Master Class
πŸ”— https://youtube.com/playlist?list=PLlVtbbG169nFq_hR7FcMYg32xsSAObuq8
πŸŽ“ Certification Cram Videos
πŸ”— https://youtube.com/playlist?list=PLlVtbbG169nHz2qfLvPsAz9CnnXofhmcA
🧠 Mentoring Content
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❔ Questions? Maybe I answered it in my FAQ
πŸ”— https://savilltech.com/faq
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πŸ‘‚ Enable the subtitles and from there you can translate to your native language via the auto-translate feature in settings! https://youtu.be/v5b53-PgEmI for a demo of using this feature.

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Date: July 22, 2024