Remove unneeded Azure OpenAI Service env vars, tweak triager example

Author: pamelafox

examples/langchainv1_mcp_github.py

@@ -34,9 +34,9 @@
         "https://cognitiveservices.azure.com/.default",
     )
     base_model = AzureChatOpenAI(
-        azure_endpoint=os.environ.get("AZURE_OPENAI_ENDPOINT"),
-        azure_deployment=os.environ.get("AZURE_OPENAI_CHAT_DEPLOYMENT"),
-        openai_api_version=os.environ.get("AZURE_OPENAI_VERSION"),
+        azure_endpoint=os.environ["AZURE_OPENAI_ENDPOINT"],
+        azure_deployment=os.environ["AZURE_OPENAI_CHAT_DEPLOYMENT"],
+        openai_api_version=os.environ["AZURE_OPENAI_VERSION"],
         azure_ad_token_provider=token_provider,
     )
 elif API_HOST == "github":
@@ -71,7 +71,7 @@ async def main():
             "github": {
                 "url": "https://api.githubcopilot.com/mcp/",
                 "transport": "streamable_http",
-                "headers": {"Authorization": f"Bearer {os.getenv('GITHUB_TOKEN', '')}"},
+                "headers": {"Authorization": f"Bearer {os.environ['GITHUB_TOKEN']}"},
             }
         }
     )
@@ -85,8 +85,10 @@ async def main():
         prompt = f.read()
     agent = create_agent(base_model, prompt=prompt, tools=filtered_tools, response_format=IssueProposal)
 
-    user_content = "Find an issue from Azure-samples azure-search-openai-demo that can be closed."
-    async for step in agent.astream({"messages": [HumanMessage(content=user_content)]}, stream_mode="updates"):
+    user_content = "Find an open issue from Azure-samples azure-search-openai-demo that can be closed."
+    async for step in agent.astream(
+        {"messages": [HumanMessage(content=user_content)]}, stream_mode="updates", config={"recursion_limit": 100}
+    ):
         for step_name, step_data in step.items():
             last_message = step_data["messages"][-1]
             if isinstance(last_message, AIMessage) and last_message.tool_calls:

examples/triager.prompt.md

@@ -2,6 +2,7 @@
 # Issue Triager
 
 You are a GitHub issue triage specialist tasked with finding an old stale issue from a GitHub repository and determining whether it can be closed.
+YOU HAVE A BUDGET OF 6 TOOL CALLS TOTAL to research the issue and the repository codebase. Use them wisely.
 
 ## Steps
 
@@ -11,7 +12,7 @@ You are a GitHub issue triage specialist tasked with finding an old stale issue
    - Issue description and problem reported
    - Comments and any attempted solutions
    - Current relevance to the codebase
-3. **Search docs and repo**: Search the codebase (using search code tool and get file tool from GitHub MCP server) to see if code has changed in a way that resolves the issue. DO NOT make more than 8 tool calls total when doing research.
+3. **Search docs and repo**: Search the codebase (using search code tool and get file tool from GitHub MCP server) to see if code has changed in a way that resolves the issue. DO NOT make more than 6 tool calls total when doing research.
 4. **Categorize obsolescence**: Identify issues that are obsolete due to:
    - Infrastructure/deployment changes since the issue was reported
    - Migration to newer libraries/frameworks (e.g., OpenAI SDK updates)
@@ -28,7 +29,7 @@ When you search the repository code to judge whether an issue is already resolve
 3. Narrow with `path:` and/or `extension:` whenever possible for relevance and speed.
 4. Combine exactly one content term (or quoted phrase) with qualifiers. Example: `repo:Azure-Samples/example-repo path:src "search_client"`.
 5. Qualifiers-only queries (to list files) are allowed: `repo:Azure-Samples/example-repo path:scripts extension:sh`.
-6. Enforce the total research budget (max 8 tool calls). Plan the minimal ordered list of single-term queries before executing.
+6. Enforce the total research budget (max 6 tool calls). Plan the minimal ordered list of single-term queries before executing.
 7. Provide plain text; the tool layer URL-encodes automatically.
 8. Avoid line numbers (`file.py:123`) or unrelated tokens—they are not supported.
 9. If a query unexpectedly fails (rare with this simplified pattern), simplify further: remove lowest-value qualifier (except `repo:`) or choose an alternative synonym.

infra/main.bicep

@@ -149,9 +149,7 @@ output AZURE_TENANT_ID string = tenant().tenantId
 output AZURE_RESOURCE_GROUP string = resourceGroup.name
 
 // Specific to Azure OpenAI
-output AZURE_OPENAI_SERVICE string = openAi.outputs.name
 output AZURE_OPENAI_ENDPOINT string = openAi.outputs.endpoint
-
 output AZURE_OPENAI_CHAT_MODEL string = gptModelName
 output AZURE_OPENAI_CHAT_DEPLOYMENT string = gptDeploymentName
 output AZURE_OPENAI_EMBEDDING_MODEL string = embeddingModelName

infra/main.parameters.json

@@ -13,6 +13,18 @@
     },
     "runningOnGitHub": {
       "value": "${GITHUB_ACTIONS}"
+    },
+    "gptModelName": {
+      "value": "${AZURE_GPT_MODEL_NAME}"
+    },
+    "gptModelVersion": {
+      "value": "${AZURE_GPT_MODEL_VERSION}"
+    },
+    "gptDeploymentName": {
+      "value": "${AZURE_GPT_DEPLOYMENT_NAME}"
+    },
+    "gptDeploymentCapacity": {
+      "value": "${AZURE_GPT_DEPLOYMENT_CAPACITY}"
     }
   }
 }

infra/write_dot_env.ps1

@@ -3,7 +3,6 @@ Set-Content -Path .env -Value ""
 
 # Append new values to the .env file
 $azureTenantId = azd env get-value AZURE_TENANT_ID
-$azureOpenAiService = azd env get-value AZURE_OPENAI_SERVICE
 $azureOpenAiEndpoint = azd env get-value AZURE_OPENAI_ENDPOINT
 $azureOpenAiChatDeployment = azd env get-value AZURE_OPENAI_CHAT_DEPLOYMENT
 $azureOpenAiChatModel = azd env get-value AZURE_OPENAI_CHAT_MODEL
@@ -12,7 +11,6 @@ $azureOpenAiEmbeddingModel = azd env get-value AZURE_OPENAI_EMBEDDING_MODEL
 
 Add-Content -Path .env -Value "API_HOST=azure"
 Add-Content -Path .env -Value "AZURE_TENANT_ID=$azureTenantId"
-Add-Content -Path .env -Value "AZURE_OPENAI_SERVICE=$azureOpenAiService"
 Add-Content -Path .env -Value "AZURE_OPENAI_ENDPOINT=$azureOpenAiEndpoint"
 Add-Content -Path .env -Value "AZURE_OPENAI_VERSION=2024-10-21"
 Add-Content -Path .env -Value "AZURE_OPENAI_CHAT_DEPLOYMENT=$azureOpenAiChatDeployment"

infra/write_dot_env.sh

@@ -6,7 +6,6 @@
 # Append new values to the .env file
 echo "API_HOST=azure" >> .env
 echo "AZURE_TENANT_ID=$(azd env get-value AZURE_TENANT_ID)" >> .env
-echo "AZURE_OPENAI_SERVICE=$(azd env get-value AZURE_OPENAI_SERVICE)" >> .env
 echo "AZURE_OPENAI_ENDPOINT=$(azd env get-value AZURE_OPENAI_ENDPOINT)" >> .env
 echo "AZURE_OPENAI_VERSION=2024-10-21" >> .env
 echo "AZURE_OPENAI_CHAT_DEPLOYMENT=$(azd env get-value AZURE_OPENAI_CHAT_DEPLOYMENT)" >> .env