3 models deployed in new foundry sdk

Author: brown9804

README.md

@@ -153,7 +153,7 @@ graph TD
    - Configures delegation relationships between Product Manager and specialized agents.
    - Saves the unique Agent IDs, delegation endpoints, and A2A configuration to the `.env` file.
 
-      > E.g `Old UI`
+      > E.g `Classic UI`
       
       <img width="1881" height="1000" alt="image" src="https://github.com/user-attachments/assets/59a9dcaf-9291-403c-b8b0-1195c1375aac" />
 
@@ -171,7 +171,7 @@ graph TD
    - Visit `https://<your-app-name>.azurewebsites.net`.
    - You should see the Zava chat interface with A2A protocol support.
 
-      > E.g `Old UI`
+      > E.g `Classic UI`
       
        <https://github.com/user-attachments/assets/a1139528-6b37-4ac2-a1cb-771788ff45a4>
 
@@ -187,7 +187,7 @@ graph TD
      - Core agents: Cora, Interior Design, Inventory, Loyalty, Cart Manager
      - Product Management Specialist with delegation capabilities
 
-      > E.g `Old UI`
+      > E.g `Classic UI`
       
       <https://github.com/user-attachments/assets/3c562ccd-cff3-4a30-b9f8-44111fb71113>
 

src/a2a/status_automation.ps1

@@ -11,7 +11,7 @@ if () {
 
 # Check automation endpoint
 try {
-   = Invoke-RestMethod -Uri "https://zava-4f64ebdc-app.azurewebsites.net/a2a/automation/status" -TimeoutSec 5
+   = Invoke-RestMethod -Uri "https://zava-63f59c9f-app.azurewebsites.net/a2a/automation/status" -TimeoutSec 5
   Write-Host "Automation Status: "
 } catch {
   Write-Host "Automation endpoint not accessible"

src/app/agents/agent_processor.py

@@ -8,6 +8,7 @@
 try:
     from azure.ai.projects import AIProjectClient  # type: ignore
     from azure.identity import DefaultAzureCredential  # type: ignore
+    from services.azure_auth import get_default_credential, get_inference_credential  # type: ignore
     _REMOTE_AVAILABLE = True
 except Exception:
     _REMOTE_AVAILABLE = False
@@ -112,11 +113,32 @@ def __init__(self, agent_id: str, project_endpoint: str = None):
             project_endpoint: Optional project endpoint (reads from env if not provided)
         """
         self.agent_id = agent_id
-        self.project_endpoint = project_endpoint or os.environ.get("AZURE_AI_AGENT_ENDPOINT")
-        
-        if not self.project_endpoint or not _REMOTE_AVAILABLE:
+
+        raw_endpoint = (
+            project_endpoint
+            or os.environ.get("AZURE_AI_AGENT_ENDPOINT")
+            or os.environ.get("AZURE_AI_PROJECT_ENDPOINT")
+            or os.environ.get("AZURE_AI_FOUNDRY_ENDPOINT")
+        )
+        if not raw_endpoint or not _REMOTE_AVAILABLE:
             raise ValueError("Remote agent support unavailable (endpoint or SDK missing)")
-        self.client = AIProjectClient(endpoint=self.project_endpoint, credential=DefaultAzureCredential())
+
+        # The Azure AI Projects SDK expects: https://<hub>.services.ai.azure.com/api/projects/<project>
+        project_name = os.environ.get("AZURE_AI_PROJECT_NAME")
+        normalized = raw_endpoint.replace("cognitiveservices.azure.com", "services.ai.azure.com")
+
+        if "/api/projects/" in normalized:
+            # Already a full project endpoint
+            full_project_endpoint = normalized.rstrip("/")
+        elif project_name:
+            base_endpoint = normalized.split("/api/")[0].rstrip("/")
+            full_project_endpoint = f"{base_endpoint}/api/projects/{project_name}"
+        else:
+            # Best-effort fallback (may still work if the caller provided a full endpoint)
+            full_project_endpoint = normalized.rstrip("/")
+
+        self.project_endpoint = full_project_endpoint
+        self.client = AIProjectClient(endpoint=self.project_endpoint, credential=get_default_credential())
 
     def run_conversation_with_text_stream(
         self,