farouk1/tweet-optimizer-v2
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This commit is contained in:
Farouk Adeleke
2025-10-20 17:30:18 -04:00
parent 4bc660da2a
commit 92cd054fa5
4 changed files with 13 additions and 10 deletions
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16
agent/hill_climbing.py
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@@ -32,7 +32,7 @@ class HillClimbingOptimizer:
Yields:
Tuple of (current_tweet, evaluation_result, is_improvement, patience_counter, generator_inputs, evaluator_inputs)
"""
# Generate initial tweet
# generate initial tweet
generator_inputs = {
"input_text": initial_text,
"current_tweet": "",
@@ -67,10 +67,10 @@ class HillClimbingOptimizer:
evaluator_inputs,
)
for iteration in range(1, self.max_iterations):
# Generate improved tweet with previous evaluation as feedback
for _ in range(1, self.max_iterations):
# generate improved tweet with previous evaluation as feedback
try:
# Format evaluation for display in generator inputs
# format evaluation for display in generator inputs
eval_text = format_evaluation_for_generator(best_score)
generator_inputs = {
@@ -85,7 +85,7 @@ class HillClimbingOptimizer:
previous_evaluation=best_score,
)
# Evaluate candidate
# evaluate candidate
evaluator_inputs = {
"original_text": initial_text,
"current_best_tweet": best_tweet,
@@ -98,7 +98,7 @@ class HillClimbingOptimizer:
current_best_tweet=best_tweet,
)
# Check if candidate is better (hill climbing condition)
# check if candidate is better (hill climbing condition)
is_improvement = candidate_score > best_score
if is_improvement:
@@ -124,12 +124,12 @@ class HillClimbingOptimizer:
evaluator_inputs,
)
# Early stopping if no improvement for 'patience' iterations
# early stopping if no improvement for 'patience' iterations
if patience_counter >= self.patience:
break
except Exception as e:
# If generation fails, yield current best
# if generation fails, yield current best
patience_counter += 1
evaluator_inputs = {
"original_text": initial_text,