Update README.md

README.md

@@ -7,4 +7,131 @@ sdk: static
 pinned: false
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-https://github.com/AaronCWacker/AzureModels4AI
+https://github.com/AaronCWacker/AzureModels4AI
+
+
+# Azure Cosmos DB Copilot Pipeline
+
+## Copilot Pipeline Overview
+```mermaid
+graph LR
+    A[System Prompts] --> D[Azure OpenAI Service]
+    B[Few-shot Examples] --> D
+    C[Schema info] --> D
+    D --> E[Validation]
+    E --> F[Testing]
+    F --> G[Microsoft Copilot for Azure in Cosmos DB]
+```
+
+# Testing Criteria
+```mermaid
+graph LR
+    A[1. Validity]
+    B[2. Verification of intent]
+    C[3. Accuracy of results]
+    D[4. Optimality]
+    E[5. Responsible AI]
+    
+    A --> B --> C --> D --> E
+    
+    style A fill:#f0f0f0,stroke:#333,stroke-width:2px
+    style B fill:#f0f0f0,stroke:#333,stroke-width:2px
+    style C fill:#f0f0f0,stroke:#333,stroke-width:2px
+    style D fill:#f0f0f0,stroke:#333,stroke-width:2px
+    style E fill:#ff9999,stroke:#333,stroke-width:2px
+```
+
+# Responsible AI Framework
+```mermaid
+graph TD
+    A[Responsible AI]
+    B[Fairness]
+    C[Reliability & Safety]
+    D[Privacy & Security]
+    E[Inclusiveness]
+    F[Transparency]
+    G[Accountability]
+
+    A --> B
+    A --> C
+    A --> D
+    A --> E
+    A --> F
+    A --> G
+
+    style A fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px
+    style B fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px
+    style C fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px
+    style D fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px
+    style E fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px
+    style F fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px
+    style G fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px
+
+    classDef default fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px;
+```
+
+# Red Teaming Process
+```mermaid
+graph TD
+    A[Red Teaming]
+    
+    B[Planning Phase]
+    B1[Who will do the testing?]
+    B2[What to test?]
+    B3[How to test?]
+    B4[How to record data?]
+    
+    C[Execution Phase]
+    C1[Conduct red teaming]
+    
+    D[Reporting Phase]
+    D1[Report regularly with key stakeholders]
+    D2[Lists the top identified issues]
+    D3[Provides a link to the raw data]
+    D4[Previews the testing plan for upcoming rounds]
+    D5[Acknowledges red teamers]
+    D6[Provides any other relevant information]
+
+    A --> B
+    A --> C
+    A --> D
+    
+    B --> B1
+    B --> B2
+    B --> B3
+    B --> B4
+    
+    C --> C1
+    
+    D --> D1
+    D1 --> D2
+    D1 --> D3
+    D1 --> D4
+    D1 --> D5
+    D1 --> D6
+
+    classDef default fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px;
+    class A,B,C,D default;
+    classDef subnode fill:#4BA0E0,color:#ffffff,stroke:#4BA0E0,stroke-width:2px;
+    class B1,B2,B3,B4,C1,D1,D2,D3,D4,D5,D6 subnode;
+```
+
+## Learn More Resource Links and Reference Video
+```mermaid
+graph TD
+    A[Learn More]
+    B[Copilot in Cosmos DB Blog]
+    C[Copilot Learn More]
+    D[James Codella's Video on Azure Cosmos DB]
+
+    A --> B
+    A --> C
+    A --> D
+
+    click B "https://aka.ms/CopilotInCosmosDBBlog" _blank
+    click C "https://aka.ms/cdb-copilot-learn-more" _blank
+    click D "https://www.youtube.com/watch?v=STc30jdBwl8&list=PLHgX2IExbFos07Jf1iT2gg94A2IArbmLC&index=3&t=1049s" _blank
+
+    classDef default fill:#0078D4,color:#ffffff,stroke:#0078D4,stroke-width:2px;
+    class A,B,C,D default;
+```