answer-formatter-and-tracker

name	answer_formatter_and_tracker
description	Use this to structure the final output into the required JSON schema, calculating precise token usage based on the retrieved context.

To generate the final /root/answer.json:

1. Schema Compliance: Construct a dictionary where each key is the question ID (e.g., "q1"). The value must be a dictionary: {"answer": [list_of_entities], "tokens": int}. Ensure the answer is always a list, even for single items.
2. Token Estimation: Calculate tokens as follows:
   • Base tokens = (number of characters in retrieved context / 4) + 50.
   • Adjust for output complexity (number of entities returned * 10).
   • Ensure the final tokens value is a positive integer.
3. Serialization: Write the final object to /root/answer.json using json.dump to ensure valid Python-readable formatting.