Nowadays, stress and depression have become a growing problem for society due to their high impact on individuals’ performance. As per the statistics of Mental Health Foundation, 50% of adults who felt stressed reported feeling depressed. Hence, it is imperative to establish a service capable of early identification of individuals experiencing stress and depression to prevent potential crises. Over the past few years, incorporating artificial intelligence (AI) into mental health interventions has demonstrated encouraging outcomes in delivering readily available and prompt assistance to individuals encountering psychological distress. Utilizing machine learning techniques, the chatbot provides users with a confidential and nonjudgmental space to express their emotions, engage in discussions about their concerns, and access personalized resources. The primary objective of this chatbot is to bridge the gap in mental health care by providing immediate assistance, especially during times when traditional therapeutic services may be inaccessible.