Update README.md

README.md

@@ -9,129 +9,6 @@ pinned: false
 
 https://github.com/AaronCWacker/AzureModels4AI
 
+![image/png](https://cdn-uploads.huggingface.co/production/uploads/620630b603825909dcbeba35/244RAEYuAUukl39WKf-vi.png)
 
-# 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;
-```