Spiritual Knowledge Platform with Conversational AI

After years of collecting books, videos, courses, and all sorts of data on spiritual topics, our client was looking to create a vast database that could be easily accessible to users interested in getting answers to spiritual questions. He needed a tech team focused on long-term collaboration that understands the intricacies of engineering with extended release cycles and can facilitate a smooth transition from the MVP phase to a full-scale product without the need to hire in-house. 

Our task was to conceptualize and develop a scalable Minimum Viable Product (MVP) by fine-tuning the GPT-4 LLM. The customized Large Language Model needed to integrate data from multiple proprietary datasets, creating a cohesive knowledge base that could respond to users’ spiritual questions instantly. We had to establish a long-term stable partnership and help evolve the startup, adding new features and navigating post-MVP development challenges.

To achieve the goal we performed numerous steps, which included:
Choosing the most relevant dataset to answer a prompt;
Making response visualization with AI-generated pictures;
Storytelling narrative for prompts;
Optimizing response generation to a mere 0,5 seconds with Pinecone;
Enhancing vectorization quality;
Fast iterations to secure the leading edge in the market.