====== AI Knowledge ======

This is where the MS-AI-Team documents and stores different notes and findings about different AIs and LLMs; how they work, their limitations, and methods for improvement.

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===== AI =====

  * [[wiki:ai:ai_fundementals|AI Fundamentals]]  
  * [[wiki:ai:azure_openai_notes|Azure OpenAI Documentation]]
  * [[key_terms_ai|Key Terms for AI]]

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===== LLM =====

  * [[wiki:ai:llm_fundementals|LLM Fundamentals]]
  * [[wiki:ai:comparison of chatgpt models|comparison of chatgpt models]]

==== Best Practices ====

  * [[key-vault-best-practices|Azure Key Vault Best Practices]]
  * [[deploy-azure-key-vault|Deploy Azure Key Vault]]
  * [[azure-api-monitoring|Azure API Monitoring]]
  * [[sample-workbook-monitor-openai|Sample Workbook to Monitor OpenAI]]


==== Labs ====

  * [[Azure-AI-Services-Getting-Started|Getting Started with Azure AI Services]]
  * [[Advanced RAG Implementation and Example Code ]]
  * [[Speech-translate lab|Speech and translate ]]
  * [[Computer Vision lab| Computer Vision]]
  * [[sample-python-chatbot|Sample Python Chatbot]]
  * [[video-keyword-transcription|Video Keyword Transcription]]
  * [[Computer Vision and Translate Lab| Computer Vision and Translate]]
  * [[ML lab -1 Create Azure ML Workspace and Explore Studio Interface| ML lab -1 Create Azure ML Workspace and Explore Studio Interface]]
  * [[ML lab -2 Set up Compute Resources and Create Your First Dataset| ML lab -2 Set up Compute Resources and Create Your First Dataset]]
  * [[ML lab -3| ML lab 3  ]]
  * [[ML lab -4 Train a Model Using Python SDK v2 in notebook | ML lab 4 Train a Model Using Python SDK v2 in notebook ]]
  * [[Lie-Detector Application| Lie-Detector Application]]
  * [[AutoML Lab| AutoML Lab using Loan Data]]
  * [[Azure chatbot with Open AI integration| Azure chatbot with Open AI integration]]
  * [[Azure chatbot with Open AI and slack integration| Azure chatbot with Open AI and slack integration]]
  * [[Azure chatbot with Open AI and slack integration 2| Azure chatbot with Open AI and slack integration 2]]
  * [[Azure Function app to perform Image blur | Azure Function app to perform Image blur]]
  * [[x-posts-sentiment-analysis|Twitter/X Product Sentiment Analysis]]
  * [[Emotional support Bot| Azure Text analytics & Azure OpenAI]]
  * [[RAG-app | Retrieval-Augmented Generation (RAG) Application]]
  * [[Github ML pipeline | Github ML pipeline]]
  * [[Agentic RAG | Agentic RAG]]
  * [[AI Agent Production Architecture with RAG and MCP]]
  * [[AI SOW Analyzer| AI SOW Analyzer]]

===== Operational Plan =====

  * [[ai-operational-plan|AI Operational Plan]]
  * [[potential-monitoring-plan|Potential Monitoring Plan/Capabilities]]

===== Lessons Learned =====

  * [[ml-workspaces|ML Work Spaces]]
  * [[cli-workspace-deployment-upload|CLI Workspace Deployment Transcript]]
  * [[notebook-collectibles-deployment|Notebooks Collectibles Deployment]]
  * [[responsible-ai-test|Responsible AI Test]]
  * [[ml-pipeline-test|Azure ML Pipeline Test]]
  * [[ml-labs|ml-labs]]
  * [[bicep-terraform-comparison|Bicep Terraform Comparison]]
  * [[webapp-chatbot-deployment|Azure Webapp Deployment]]
  * [[github-actions-azure-pipeline|Azure GitHub Actions Pipeline]]
  * [[testing-gpt-models| Testing GPT-4.1 vs GPT-4o]]
  * [[chatbot-helpdesk-sentiment|AI Helpdesk with Sentiment and Responses]]

===== Hate Space =====

* [[Working with Function Apps|Function Apps]]

[[wiki:ai:home-page|AI Team Homepage]]

===== Solutions =====

* [[Clearinghouse SOW Analyzer|Clearinghouse SOW Analyzer]]