Highlights
CWX built a Gen AI solution using RAG technology tailored to Pray.com's religious content. Through prompt engineering, Gemini safeguards, and a robust evaluation system, we ensured accurate, responsible, and high-performing responses to meet the needs.
The challenge
Pray.com's primary challenge lies in efficiently retrieving accurate information from a vast library of recordings and transcripts to provide precise answers to users' questions. The solution must be scalable, factually correct, quick, and responsible.
The solution
We developed a Gen AI solution using RAG technology grounded in their content. We implemented an extensive evaluation mechanism to ensure high-quality, data-grounded replies. By leveraging Gemini's safeguarding settings and flash response capabilities, we fine-tuned the bot for responsible, quick, and accurate performance.
The implementation process
The solution was successfully deployed with a user-friendly interface in the customer's development environment, incorporating their feedback. We are excited that our work will soon help users, positively impacting those struggling with mental health issues in the real world.
