production-rag-backend / scripts /capture_trace.py
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import json
import os
import time
from src.reasoning.pipeline import ReasoningPipeline
def main() -> None:
# Query from Phase 1-3 ingested corpus (World Bank ATI Report)
query = "What period does the fiscal year 2023 (FY23) cover in the World Bank Access to Information report?"
print(f"Executing Reasoning Engine for query: '{query}'")
# Ensure src is in path if not already
os.environ["PYTHONPATH"] = os.getcwd()
start_time = time.time()
engine = ReasoningPipeline()
result = engine.run(query)
end_time = time.time()
# Format the result for documentation
output = {
"query": result["query"],
"sub_tasks": result["sub_tasks"],
"generated_answer": result["generated_answer"],
"validation_passed": result["validation_passed"],
"total_latency_ms": result["total_latency_ms"],
"node_latency_ms": result["node_latency_ms"],
}
print("\n--- EXECUTION RESULT ---")
print(json.dumps(output, indent=2))
print(f"--- TOTAL WALL CLOCK: {end_time - start_time:.2f}s ---")
if __name__ == "__main__":
main()