Phase wise evaluation

🧩 Phase 1: Initialization

This phase:

• Loads env variables

• Connects to Weaviate

• Loads evaluation JSON

• Creates evaluator instance

🧩 Phase 2: Evaluate All Methods

This is the core loop:

• For each category and query

• Run all query methods

• Calculate 3 metrics (Precision, Recall, Relevancy)

• Log & store results

🧩 Phase 3: Result Analysis + Export

This phase:

• Aggregates scores across all queries

• Calculates final average P, R, RR, Score

• Finds the best method

• Writes to CSV and JSON