src/utils/metricsbarchart.py

import matplotlib.pyplot as plt

# Evaluation Results
evaluation_results = {
    "faithfulness": 0.0900,
    "answer_relevancy": 0.9609,
    "context_recall": 1.0000,
    "answer_correctness": 0.2689,
    "semantic_similarity": 0.7756
}

# Convert dictionary to lists
metrics = list(evaluation_results.keys())
values = list(evaluation_results.values())

# Generate Bar Chart
plt.figure(figsize=(10, 5))
plt.bar(metrics, values, color='skyblue')
plt.xlabel("Metrics")
plt.ylabel("Scores")
plt.ylim(0, 1)
plt.title("Evaluation Metrics Bar Chart")
plt.xticks(rotation=45)
plt.grid(axis="y", linestyle="--", alpha=0.7)

# Show the plot
plt.show()