At Crossing Minds, we redefine user experiences through the power of personalization and generative AI. As experts in the field, we lead on this transformative journey, supporting enterprises in crafting exceptional information retrieval processes.
With an average of 10 years of experience in creating cutting-edge machine learning pipelines and leveraging the latest advancements in AI powered personalization, we are here to reshape the way content is discovered.
Our approach to Discovery Ops is revolutionizing user experiences, maximizing revenue, engagement, and retention.
Increases factually accuracy and stylistic consistency for domain-specific tasks.
Supplements the LLM with task-specific data that are not part of the LLM’s training data.
Some methods are In-Context Learning (ICL), Retrieval Augmented Generation (RAG), and Fine-Tuning.
RAGSys brings the best of both worlds:
Fine-Tuning and RAG
Optimizing the Retrieval System for In-Context Learning
Integrates techniques from Recommender Systems into the RAG retrieval process
Advanced capabilities:
Context: B2B Marketplace Catalog
One of our client is a leading B2B marketplace in their industry
5000+ merchants, 1M+ items
All merchants are creating items manually, creating many duplicates
They need to consolidate the items catalog
