OpenAI-Playground

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Prerequisites

Follow the instructions at Getting Started

Available Demos

Basics

• Basic calls to the ChatCompletion Endpoint. Following scenarios included:

  1. Generate content
  2. Summarizing
  3. Inferring
  4. Transforming
  5. Expanding

• Azure Function calling with Azure Open AI - Simple taken & modified from repo

Intermediate

• TODO VECTOR Search basics based on https://gist.github.com/pablocastro/90677135ddbd1f8a4783006f6e890edf - VIDEO https://youtu.be/Xwx1DJ0OqCk

• Speech Summarizing with OpenAI and Azure Speech AI taken & modified from repo

• Open AI and Azure Document Intelligence (Form Recognizer) taken & modified from repo

  • Use Form Recognizer for Image to Text, and use "text-davinci" AOAI model to summarize.

• Gradio webapp with Azure ChatGPT, your own chatGPT website taken & modified from repo

• Use OpenAI with your own data

• Azure Computer Vision and Langchain taken and modified from repo

• Functions calling with Azure Open AI and Azure Search taken & modified from repo

Advanced

• Movie recommender with Azure Open AI & Azure Search taken & modified from repo

  • Part 1: Embeddings generation with Azure Open AI and Azure Cognitive Search ingestion
  • Part 2: Search examples
    • Section 3 search queries : vector, with filters, hybrid, semantic, ...
    • Section 6 Mixes OpenAI GPT with Azure Search
    • Section 7.2 Runs a webapp with the solution!
  • Part 3: Recommandations

• Code Analysis with with Langchain + Azure OpenAI + Azure Cognitive Search (vector store) taken & modified from repo