This project involved developing a chatbot that could understand and process audio input in Urdu, generating both Urdu text and audio as output.

The core functionality of the chatbot is working well, providing accurate responses in Urdu, which is a significant milestone in making communication more inclusive and accessible for Urdu speakers. The process was an insightful learning experience, especially given the limited resources and examples for developing successful Urdu chatbots.

I faced multiple challenges along the way, particularly related to the installation of necessary libraries, as they often didn't align with the Python and pip versions I was using.

The project required extensive troubleshooting and debugging to get everything running smoothly.

Nonetheless, it was a rewarding process to see the chatbot not only recognize but also respond in Urdu—proving the immense potential for technology to bridge language gaps.