[docs]: Update tutorial folder according to the code sample

[glaucia86]

Please provide us with the following information:

Update the tutorial folder according to the code sample.
The intention is precisely to create a step-by-step tutorial with the aim of turning it into a Learn Module or Official Documentation.

• 01 - Introduction
  • (PR: docs: update tutorial according to the code sample [Introduction] #38)
• 02 - Setting Up the Serverless Environment using Azure Functions
  • (PR: [docs]: add tutorials: 02-setting-up-azure-functions.md, 03-understanding-rag.md and 04-understanding-preparing-language-models.md #45)
• 03 - Understanding the RAG (Retrieval Augmented Generation) architecture
  • (PR: [docs]: add tutorials: 02-setting-up-azure-functions.md, 03-understanding-rag.md and 04-understanding-preparing-language-models.md #45)
• 04 - Preparing and Understanding Language Models: Configuring Azure OpenAI Service and Local Installation of Ollama with Mistral 7B
  • (PR: [docs]: add tutorials: 02-setting-up-azure-functions.md, 03-understanding-rag.md and 04-understanding-preparing-language-models.md #45)
• 05 - Developing the chat API
• 06 - Developing the documents API (post documents)
• 07 - Developing the documents API (get documents)
• 08 -

This issue is for a: (mark with an x)

- [ ] bug report -> please search issues before submitting
- [ ] feature request
- [x] documentation issue or request
- [ ] regression (a behavior that used to work and stopped in a new release)

Minimal steps to reproduce

Any log messages given by the failure

Expected/desired behavior

OS and Version?

Windows 7, 8 or 10. Linux (which distribution). macOS (Yosemite? El Capitan? Sierra?)

Versions

Mention any other details that might be useful

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Thanks! We'll be in touch soon.

[glaucia86]

@sinedied, due to issue #34, there will be many changes to the code. I'll be waiting for these changes before I get back to writing the theoretical part that's missing from this tutorial. To avoid rework