First working implementation of the program

agent_workflows/orchestration.py

@@ -0,0 +1,38 @@
+
+from langsmith import traceable
+from agent_workflows.crew_setup import create_crew
+from shared_config import AgenticAIConfig, logger
+from langsmith.integrations.otel import OtelSpanProcessor
+from opentelemetry import trace
+from opentelemetry.sdk.trace import TracerProvider
+from opentelemetry.instrumentation.crewai import CrewAIInstrumentor
+from opentelemetry.instrumentation.openai import OpenAIInstrumentor
+
+# Initialize the trace provider
+tracer_provider = TracerProvider()
+#trace.set_tracer_provider(tracer_provider)
+
+# Add the LangSmith OTel processor
+tracer_provider.add_span_processor(OtelSpanProcessor())
+
+# Instrument both CrewAI and OpenAI layers
+CrewAIInstrumentor().instrument(tracer_provider=tracer_provider)
+OpenAIInstrumentor().instrument(tracer_provider=tracer_provider)
+
+@traceable(name="Capstone_GTM Strategy Simulation", run_type="chain")
+def runAgenticWorkflow(config: AgenticAIConfig):
+    """
+    Main Entry Point of Agentic AI Workflow
+    """
+    logger.info("Agentic Workflow Started...")
+   
+    crew = create_crew(config)
+        
+    result = crew.kickoff(
+        inputs={
+            "query": config.user_query
+        }
+    )
+            
+    config.response = str(result)
+    return config