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Minor edits to readme for clarity and fixing broken links #293

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docs: update README with scenarios table, fix CODE_OF_CONDUCT link an…
Copilot May 14, 2026
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Merge pull request #1 from ctsazurecoe/copilot/update-readme-with-sug…
johnwildes May 14, 2026
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27 changes: 23 additions & 4 deletions README.md
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Expand Up @@ -11,6 +11,25 @@ This repository is entirely open source, guidance on how to contribute and links

Use the samples in this repository to try out Azure AI scenarios on your local machine!

## Samples in this Repository

All samples are organized under the [`scenarios/`](./scenarios) directory. Each scenario folder contains its own README, notebooks, and supporting files.

| Scenario | Description |
|---|---|
| [Agents](./scenarios/Agents/samples) | Quickstart and tool-specific samples for the **Azure AI Agent Service** — covers Bing Search grounding, Code Interpreter, File Search, Function Calling, investment-advisor and sales-analyst end-to-end notebooks, Semantic Kernel + MCP integration, and agent tracing. |
| [Assistants](./scenarios/Assistants) | **Azure OpenAI Assistants API** samples including bot-in-a-box templates, BFSI bot, function calling with Bing Search, and a multi-agent pattern. |
| [GPT-4V](./scenarios/GPT-4V) | **GPT-4 Vision** samples covering basic inference, OCR, grounding, face detection, multi-image, RAG with images, and video analysis. |
| [agent-tracing](./scenarios/agent-tracing) | **OpenTelemetry-based tracing** for agents built with LangChain, LangGraph, and the OpenAI Agents SDK, with support for local OTLP backends and Azure Monitor. |
| [evaluate](./scenarios/evaluate) | **AI evaluation** samples using the `azure-ai-evaluation` SDK — simulators, safety/quality evaluators, custom evaluators, NLP metrics, and Azure OpenAI graders. |
| [fine-tuning](./scenarios/fine-tuning) | **Fine-tuning** samples for Azure OpenAI models, including function-calling fine-tunes. |
| [langchain](./scenarios/langchain) | **LangChain** integration with Azure AI Foundry — chat models, embeddings, and tracing. |
| [llama-index](./scenarios/llama-index) | **LlamaIndex** integration with Azure AI Foundry — RAG query routing and tracing. |
| [model-catalog](./scenarios/model-catalog) | Getting-started samples for models in the **Azure AI model catalog**. |
| [projects](./scenarios/projects) | **Azure AI Projects SDK** basics — inference, chat, evaluation, search, tracing, and Prompty usage. |
| [rag](./scenarios/rag) | **Custom RAG application** built code-first with Azure AI Search and Azure AI Foundry, including evaluation and simulation. |
| [resource-creation](./scenarios/resource-creation) | Notebooks for programmatically creating **Azure AI hubs, projects, and connections**. |

## Supplementary Documentation

### Other Sample Repositories
Expand Down Expand Up @@ -54,16 +73,16 @@ Use the samples in this repository to try out Azure AI scenarios on your local m
* **[openai/openai-cookbook]** - Example code for common tasks within OpenAI.
* **[Azure-Samples/serverless-chat-langchainjs](https://github.com/Azure-Samples/serverless-chat-langchainjs)** - Sample implementing a serverless ChatGPT with Retrieval-Augmented-Generation using LangChain.js, that can run locally with Ollama and Mistral 7B.

#### Phi
* **[https://aka.ms/phi-3cookbook]** - Examples and code for common tasks using the Phi Family of Small Language Models.
#### Phi
* **[Phi-3 Cookbook](https://aka.ms/phi-3cookbook)** - Examples and code for common tasks using the Phi Family of Small Language Models.

## Contributing

We welcome contributions and suggestions! Please see the [contributing guidelines] for details.

## Code of Conduct

This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). Please see the [code of conduct](CODE_OF_CONDUCT.md) for details.
This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). Please see the [code of conduct](.github/CODE_OF_CONDUCT.md) for details.

## Getting Help

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