agent-factory: generate agent auto-retrieveapplicationdefinitio

app/nodes/core_node.py

@@ -0,0 +1,28 @@
+async def process(state: dict) -> dict:
+    """
+    This node retrieves the application definition from a given repository URL
+    using an LLM to analyze and extract relevant information.
+
+    Input:
+        state["repository_url"]: The URL of the repository containing the application definition.
+
+    Output:
+        Returns a dictionary with the extracted application definition as an object.
+    """
+    from app.agent import llm
+    from langchain_core.messages import SystemMessage, HumanMessage
+
+    try:
+        repository_url = state.get("repository_url", "")
+        if not repository_url:
+            raise ValueError("Missing 'repository_url' in state.")
+
+        messages = [
+            SystemMessage(content="You are an expert in analyzing repository contents and extracting application definitions."),
+            HumanMessage(content=f"Retrieve the application definition from the repository at this URL: {repository_url}")
+        ]
+
+        response = await llm.ainvoke(messages)
+        return {"application_definition": response.content, "phase": "complete"}
+    except Exception as exc:
+        return {"error": str(exc), "phase": "failed"}